<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url><loc>https://adnankhan.ai/notes</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=2</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=3</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=4</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=5</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=6</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=7</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=8</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=9</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=10</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=11</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=12</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=13</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=14</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=15</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=16</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=17</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=18</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=19</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=20</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=21</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=22</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=23</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=24</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=25</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=26</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=27</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=28</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=29</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=30</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=31</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=32</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=33</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=34</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=35</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=36</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=37</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=38</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=39</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=40</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=41</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=42</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=43</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=44</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=45</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=46</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/all?page=47</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/ai</loc><lastmod>2026-08-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/large-language-models</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/evaluation</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/machine-learning</loc><lastmod>2026-08-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/ai-agents</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/natural-language-processing</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/reinforcement-learning</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/ai-safety</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/multi-agent-systems</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/ai-governance</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/healthcare</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/computer-vision</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/security</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/robotics</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/coding-agents</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/enterprise-ai</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/efficiency</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/reasoning</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/agent-memory</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/training</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/economics</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/information-retrieval</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/infrastructure</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/world-models</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/interpretability</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/optimization</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/uncertainty</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/continual-learning</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/privacy</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/tool-use</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/education</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/data-analysis</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/speech</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/science</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/open-source</loc><lastmod>2026-08-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/topics/human-ai-interaction</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-13-arxiv-attention-mlp-safety</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-13-arxiv-drylab-bench</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-13-arxiv-privileged-teacher</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-13-arxiv-rated</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-13-arxiv-x-agentred</loc><lastmod>2026-10-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-09-arxiv-brickbench</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-09-arxiv-epistemic-humility</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-09-arxiv-hippocam</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-09-arxiv-ontrack</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-09-arxiv-race</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-10-arxiv-ecology-agents</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-10-arxiv-georeform</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-10-arxiv-harmful-refusal</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-10-arxiv-legal-faithfulness</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-10-arxiv-time-horizons</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-11-arxiv-evoalloc</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-11-arxiv-hril</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-11-arxiv-mass</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-11-arxiv-prior-feedback</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-11-arxiv-verdict-without-rule</loc><lastmod>2026-10-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-07-arxiv-nanomuse</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-07-arxiv-scienceclaw</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-07-arxiv-sherpa</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-07-arxiv-transect</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-07-arxiv-verifine</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-08-arxiv-agent-in-a-bottle</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-08-arxiv-medzero</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-08-arxiv-paranoiaeva</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-08-arxiv-squidagent</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-08-arxiv-worldsolver</loc><lastmod>2026-10-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-06-arxiv-agentprivarena</loc><lastmod>2026-10-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-06-arxiv-evidence-grounded-oversight</loc><lastmod>2026-10-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-06-arxiv-hear-serving</loc><lastmod>2026-10-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-06-arxiv-hera-abstention</loc><lastmod>2026-10-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-06-arxiv-improveanytask</loc><lastmod>2026-10-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-05-arxiv-depgpo-terminal-agents</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-05-arxiv-flint-text-to-sql</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-05-arxiv-hazardweaver</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-05-arxiv-hyperbrowsecomp</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-05-arxiv-recursive-harness-self-improvement</loc><lastmod>2026-10-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-02-arxiv-agents-are-systems</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-02-arxiv-causal-memory-policy</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-02-arxiv-mingbird</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-02-arxiv-scholarcatalyst</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-02-arxiv-vista</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-03-arxiv-ai-assessment-sandbox</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-03-arxiv-external-observers-hallucination</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-03-arxiv-homomorphic-advantage-operator</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-03-arxiv-mimir-irrigation</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-03-arxiv-openmtb-audit</loc><lastmod>2026-10-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-01-arxiv-agent-error-dataset</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-01-arxiv-cogentic</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-01-arxiv-pivotopd</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-01-arxiv-turbo-harness</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-10-01-arxiv-worldauditbench</loc><lastmod>2026-09-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-29-arxiv-harissa</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-29-arxiv-market-routing</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-29-arxiv-meta-reasoning</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-29-arxiv-meta-skills-harness</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-29-arxiv-plan-execution</loc><lastmod>2026-09-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-28-arxiv-failure-transparent</loc><lastmod>2026-09-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-28-arxiv-night-science</loc><lastmod>2026-09-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-28-arxiv-progressive-skills</loc><lastmod>2026-09-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-28-arxiv-self-retrospection</loc><lastmod>2026-09-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-28-arxiv-share-borne-ai-virus</loc><lastmod>2026-09-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-code-based-skills</loc><lastmod>2026-09-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-confidence-reasoning</loc><lastmod>2026-09-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-game-arena</loc><lastmod>2026-09-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-multi-agent-scaling</loc><lastmod>2026-09-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-mutable-transcripts</loc><lastmod>2026-09-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-ad-wm</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-adversarial-influence</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-brie</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-c3m</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-explorationbench</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-nnv3</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-sage</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-sciwalker</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-screen-before-serve</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-24-arxiv-synthetic-hospital</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-grasp</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-hexis</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-jev-mobile</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-privdrift</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-25-arxiv-self-play-zero-data</loc><lastmod>2026-09-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-23-arxiv-pastabench</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-23-arxiv-reliable-inference-cost</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-23-arxiv-shutdown-sabotage</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-23-arxiv-studentbench</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-23-arxiv-systemic-risk-index</loc><lastmod>2026-09-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-cliffcompaction</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-compkv</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-growing-harness</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-jev-judge</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-recursive-research-agents</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-22-arxiv-swe-serve</loc><lastmod>2026-09-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-backtrend</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-duma-bench</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-economic-misalignment</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-emergent-collusion</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-harness-zero</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-21-arxiv-pinocchio</loc><lastmod>2026-09-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-18-arxiv-autoviewmem</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-18-arxiv-codemidas</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-18-arxiv-designer-rsi</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-18-arxiv-enterpriseval</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-18-arxiv-guard-unlearning</loc><lastmod>2026-09-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-agent-harnesses-create-value</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-ai-task-ownership</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-claim-safe-closed-loop-evaluation</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-coding-agent-harness-design</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-deepseek-v41-flash-kv-cache</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-llm-consensus</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-posteriorbench</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-raft-stateful-rag-troubleshooting</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-score-centering-rl</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-skillaa</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-sol-pi-auto-research-agent-harness</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-spreadsheet-grid-structure</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-trace-accountable-retrieval</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-arxiv-video-deltanet</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-17-google-generative-ui-learning-interactives</loc><lastmod>2026-09-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-in-context-robot-learning-vlm-agents</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-pact-enterprise-ai-compliance</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-procedural-traces-llm-overseers</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-recruitment-bias-open-weight-llms</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-stretch-self-taught-llm-evolution</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-arxiv-underwater-data-centers-ai-treaty-verification</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-openai-ai-usage-business-value</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-openai-model-misalignment-reporting-framework</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-openai-older-adults-ai</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-openai-reimagining-advertising-ai</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-16-openai-workers-new-ways-working</loc><lastmod>2026-09-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-15-arxiv-agentic-societies-social-harness</loc><lastmod>2026-09-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-15-arxiv-encp-vln-uncertainty</loc><lastmod>2026-09-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-15-arxiv-llm-abstain-chain-self-questioning</loc><lastmod>2026-09-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-15-arxiv-sciencebuddy-recursive-self-improvement</loc><lastmod>2026-09-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-15-google-retrieve-for-train</loc><lastmod>2026-09-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-03-google-weathernext-3</loc><lastmod>2026-09-03</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-03-openai-daybreak-frontline-defenders</loc><lastmod>2026-09-03</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-03-openai-gpt-6-astra</loc><lastmod>2026-09-03</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-03-openai-gpt-6-astra-system-card</loc><lastmod>2026-09-03</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-02-google-fairwind-program</loc><lastmod>2026-09-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-02-google-gemini-3-8-flash-cyber</loc><lastmod>2026-09-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-02-openai-ai-native-workflows</loc><lastmod>2026-09-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-02-openai-astra-critical-cyber</loc><lastmod>2026-09-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-02-openai-healthcare-ehr</loc><lastmod>2026-09-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-01-openai-california-youth-ai-safety</loc><lastmod>2026-09-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-09-01-openai-chatgpt-ads-billion</loc><lastmod>2026-09-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-29-openai-cursor-spacex</loc><lastmod>2026-08-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-29-openai-thailand-accelerator</loc><lastmod>2026-08-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-28-openai-bocconi-critical-thinking</loc><lastmod>2026-08-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-28-openai-brazil-expansion</loc><lastmod>2026-08-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-27-openai-hugging-face-incident</loc><lastmod>2026-08-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-27-openai-jalapeno-results</loc><lastmod>2026-08-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-27-wikiskill-compiling-agent-experience-into-persistent-knowledge-for-sk</loc><lastmod>2026-08-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-26-stanford-designing-loyalty</loc><lastmod>2026-08-26</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-25-openai-full-stack</loc><lastmod>2026-08-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-25-openai-influence-campaign</loc><lastmod>2026-08-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-openai-gpt-56-safety</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-openai-pacing-model-development</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-openai-policy-ideas</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-openai-ports-pike</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-stanford-ai-index-2026</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-22-stanford-for-you-algorithm</loc><lastmod>2026-08-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-a-knowledge-guided-agentic-framework-for-mitigating-patient-context-a</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-a-knowledge-guided-agentic-framework-for-mitigating-patient-context-a-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-a-three-dimensional-typology-of-agency-for-advanced-ai-systems</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-a-three-dimensional-typology-of-agency-for-advanced-ai-systems-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-ai4ai-bench-benchmarking-llm-agents-in-algorithmic-design-for-recursi</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-ai4ai-bench-benchmarking-llm-agents-in-algorithmic-design-for-recursi-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-an-agentic-approach-for-active-data-collection-travel-behavior-modeli</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-an-agentic-approach-for-active-data-collection-travel-behavior-modeli-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-an-agentic-approach-for-active-data-collection-travel-behavior-modeli-v3</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-an-inclusive-and-lightweight-approach-to-federated-continual-learning</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-break-it-down-pass-it-on-cross-task-skill-transfer-in-llm-agents</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-break-it-down-pass-it-on-cross-task-skill-transfer-in-llm-agents-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-bringing-analytic-rigor-to-agentic-ai-for-science-the-brain-researche</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-catching-the-rug-early-prediction-of-fraudulent-memecoins-on-solana-v</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-contractscrub-a-benchmark-for-final-review-of-legal-contracts</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-contractscrub-a-benchmark-for-final-review-of-legal-contracts-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-daedalus-150m-a-convolution-attention-hybrid-designed-for-cpu-inferen</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-designing-human-mediated-ai-guidance-ready-together-for-personalized</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-echocot-extracting-hidden-chain-of-thought-from-large-reasoning-model</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-electronic-navigational-chart-change-classification</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-envharness-awakening-static-worlds-for-agent-learning</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-envharness-awakening-static-worlds-for-agent-learning-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-from-agent-behaviour-to-agent-friendly-documentation-an-empirical-stu</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-from-agent-behaviour-to-agent-friendly-documentation-an-empirical-stu-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-growth-without-us-machine-consumers-corporate-circularity-and-the-dec</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-growth-without-us-machine-consumers-corporate-circularity-and-the-dec-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-growth-without-us-machine-consumers-corporate-circularity-and-the-dec-v3</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-inducing-task-models-from-computer-use-traces</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-inducing-task-models-from-computer-use-traces-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-inducing-task-models-from-computer-use-traces-v3</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-insufficiencybench-evaluating-llm-legal-advice-on-underspecified-user</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-insufficiencybench-evaluating-llm-legal-advice-on-underspecified-user-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-interrupting-the-loop-periodic-subject-changes-raise-judged-surprise</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-maliciousskillbench-a-comprehensive-benchmark-for-malicious-agent-ski</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-memtrapbench-benchmarking-cognitive-traps-in-llm-memory-use</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-memtrapbench-benchmarking-cognitive-traps-in-llm-memory-use-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-midtool-mid-training-data-synthesis-for-agentic-tool-use</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-midtool-mid-training-data-synthesis-for-agentic-tool-use-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-midtool-mid-training-data-synthesis-for-agentic-tool-use-v3</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-nist-cyber-ai-profile-workshop-2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-on-the-applicability-of-safety-nets-a-safety-by-design-solution-for-c</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-open-vocabulary-3d-object-detection-with-co-distillation-discovery-an</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-pandoras-ai-model-routing-box-efficient-allocation-with-costly-value</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-regusim-evaluating-llm-agent-rule-grounding-in-financial-compliance</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-regusim-evaluating-llm-agent-rule-grounding-in-financial-compliance-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-repo0-design-driven-zero-to-all-code-generation</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-sapo-single-rollout-autoregressive-policy-optimization-for-agentic-re</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-specification-delta-driven-data-governance-an-empirical-study-of-the</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-stanford-ai-index-2026-report</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-task-coevolve-efficient-harness-optimization-via-adaptive-validation</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-task-coevolve-efficient-harness-optimization-via-adaptive-validation-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-the-third-restructuring-of-software-form-from-the-three-tier-architec</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-the-third-restructuring-of-software-form-from-the-three-tier-architec-v2</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-write-once-run-everywhere-the-axon-dsl-for-shape-safe-and-framework-a</loc><lastmod>2026-08-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-a-theory-of-post-hoc-debate-judgement</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-a-theory-of-post-hoc-debate-judgement-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-adaptive-memory-and-reflection-multi-agent-system-for-medical-questio</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-adaptive-memory-and-reflection-multi-agent-system-for-medical-questio-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-adept-accelerating-dexterity-via-pre-training-and-post-training-using</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-beyond-teacher-likelihood-group-calibrated-on-policy-distillation-for</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-beyond-the-transcript-detecting-covert-co-ordination-in-latent-multi</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-beyond-the-transcript-detecting-covert-co-ordination-in-latent-multi-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-breaking-the-weakest-link-to-evade-vision-language-models</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-decomposing-wrong-consensus-agreement-in-llm-self-consistency-a-gpt-4</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-deepweaver-bridging-the-evidence-synthesis-gap-in-open-ended-question</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-dentagent-evidence-centric-multi-agent-coordination-for-multimodal-de</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-dentagent-evidence-centric-multi-agent-coordination-for-multimodal-de-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-do-large-language-models-hallucinate-electric-fata-morganas</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-epistemic-subordination-generative-ai-and-the-infrastructure-of-knowl</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-eureka-task-conditioned-meta-agent-orchestration-for-scientific-disco</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-eureka-task-conditioned-meta-agent-orchestration-for-scientific-disco-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-eureka-task-conditioned-meta-agent-orchestration-for-scientific-disco-v3</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-finetuning-strategies-for-querying-sounds-by-vocal-imitation</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-from-threat-intelligence-to-detection-knowledge-driven-enrichment-and</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-graphical-design-of-interpretable-architectures</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-grouping-the-stochastic-machine-precision-not-capability-as-the-front</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-harness-continual-learning-continual-adaptation-beyond-model-paramete</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-harness-continual-learning-continual-adaptation-beyond-model-paramete-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-identifying-implicit-premises-for-logical-reconstruction-of-argument</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-interpretable-ai-predicts-a-2026-summer-dry-anomaly-in-central-china</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-metrics-that-write-themselves-evolving-an-evaluator-from-its-own-blin</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-mlref-efficient-module-reuse-for-reward-design-in-reinforcement-learn</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-orbiter-conflict-aware-decision-making-for-agentic-last-mile-delivery</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-pgfs-molecular-property-improvement-under-synthesis-and-diversity-con</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-pre-compiled-pipeline-shards-for-distributed-llm-inference-on-intel-a</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-pre-compiled-pipeline-shards-for-distributed-llm-inference-on-intel-a-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-pre-compiled-pipeline-shards-for-distributed-llm-inference-on-intel-a-v3</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-redmrec-distilling-large-language-model-reasoning-into-an-editable-ex</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-redmrec-distilling-large-language-model-reasoning-into-an-editable-ex-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-robust-risk-under-evolving-uncertainty-a-wasserstein-counterpart-of-t</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-robust-risk-under-evolving-uncertainty-a-wasserstein-counterpart-of-t-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-robust-risk-under-evolving-uncertainty-a-wasserstein-counterpart-of-t-v3</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-self-prompting-and-cross-model-consensus-enable-reproducible-data-ext</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-self-prompting-and-cross-model-consensus-enable-reproducible-data-ext-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-skillforge-self-distilling-agents-for-project-specific-issue-resoluti</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-skillforge-self-distilling-agents-for-project-specific-issue-resoluti-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-skillgate-training-in-policy-skill-selection-in-long-horizon-agents</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-spade-self-play-in-adaptive-synthetic-executable-environments</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-spade-self-play-in-adaptive-synthetic-executable-environments-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-spade-self-play-in-adaptive-synthetic-executable-environments-v3</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-textsctestifai-tomography-based-testing-for-deep-learning-systems</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-training-chemical-plausibility-aware-large-language-models-for-single</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-training-free-inference-time-self-reflection-and-cost-bounded-early-s</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-tuning-the-stochastic-machine-a-systems-engineers-operating-model-for</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-tuning-the-stochastic-machine-a-systems-engineers-operating-model-for-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-tuning-the-stochastic-machine-a-systems-engineers-operating-model-for-v3</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-verifiable-abstention-makes-ai-leak-diagnosis-accountable-in-water-di</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-verifiable-abstention-makes-ai-leak-diagnosis-accountable-in-water-di-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-what-is-missing-from-ai-post-training-ai-an-empirical-analysis</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-19-what-is-missing-from-ai-post-training-ai-an-empirical-analysis-v2</loc><lastmod>2026-08-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-100</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-100-v2</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-2026</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-a-virtual-trial-framework-for-generating-clinical-evidence-in-orthope</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-ai-app-market-evidence-brief</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-an-autoinflammatory-cdc42-variant-m45l-demonstrates-the-mechanism-of</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-an-n-terminal-cdc42-t43i-variant-reveals-the-mechanism-of-pyrin-infla</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-aug-17-2026-lhaaso-identifies-first-variable-pev-gamma-ray-source-the</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-autosr-automatic-symbolic-regression-by-searching-research-states</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-bounded-semantic-planning-and-deterministic-compilation-for-reliable</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-browse-articles</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-chronocooked-a-benchmark-for-implicit-interval-timing-in-reinforcemen</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-clawgym-ii-exploring-black-box-rl-on-agent-harness</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-clinisense-ai-for-automated-clinical-skills-assessment-with-real-time</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-dont-drop-the-baton-long-horizon-robot-manipulation-via-agentic-subta</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-dsa-very-large-online-platforms-and-search-engines</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-einstein-the-musician-ai-prophets-and-more-books-in-brief</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-goalevolve-from-handcrafted-algorithm-priors-to-goal-driven-evolution</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-haf-adapting-generalist-vlas-to-humanoid-whole-body-loco-manipulation</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-histological-aging-signatures-for-monitoring-tissue-specific-aging-an</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-how-the-story-of-life-and-our-planet-unfolded-together</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-how-to-make-your-science-business-succeed-when-youre-a-female-founder</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-model-hypnosis-strong-control-of-ai-via-additive-subliminal-effects</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-multimed-rag-leveraging-multi-source-knowledge-and-agent-collaboratio</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-neurosymbolic-embodied-agents</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-orbit-planner-towards-latent-world-models-for-on-orbit-obstacle-avoid</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-part-of-the-npj-series</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-print-as-pdf</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-quipu-a-governed-bitemporal-knowledge-graph-store</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-reconstruction-a-blind-benchmark-for-recovering-research-ideas-from-p</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-semantic-bandits-in-context-exploration-exploitation-is-biased-by-sem</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-tdd-agent-test-driven-reasoning-for-code-generation</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-too-hot-to-sleep-how-heatwaves-at-night-affect-our-health</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-topological-attribution-distance-tad-revealing-segment-level-rag-infl</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unitac-universal-task-aware-compression-via-weighted-distortion-measu</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unknown</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unknown-v2</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unknown-v3</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unknown-v4</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-unsupervised-anomaly-detection-for-image-dataset-quality-assurance-in</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-when-agents-coordinate-measuring-coordination-in-multi-agent-ai-codin</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-when-state-becomes-an-attack-surface-state-semantic-injection-in-llm</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-why-ai-systems-are-most-useful-as-designers-of-new-scientific-tools</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-17-would-this-change-your-answer-evaluating-explanations-of-llm-behavior</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-towards-risk-free-ai-agent-deployment</loc><lastmod>2026-08-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-16-tencent-hunyuan-unirl-unified-multimodal-rl-framework</loc><lastmod>2026-08-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-acl-anthology-team</loc><lastmod>2026-08-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-16-qwen-code-docs-documentation-translation-tool</loc><lastmod>2026-08-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-aerobat-behavioral-scientific-research</loc><lastmod>2026-08-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-cloudflare-access-for-workers</loc><lastmod>2026-08-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-cloudflare-mcp-traffic-detection-and-security</loc><lastmod>2026-08-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-qwen-code-v0-21-12-release</loc><lastmod>2026-08-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-16-custom-reward-functions-for-multi-turn-rl-with-amazon-nova-forge</loc><lastmod>2026-08-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-16-databricks-using-ai-functions-in-your-data-warehouse-top-use-cases</loc><lastmod>2026-08-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-13-autodesign-meta-harness-optimization-for-long-horizon-agentic-design</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-13-omniscientist-an-omni-modal-omni-discipline-ai-scientist</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-alaya-evoke-from-linear-scaling-supervision-to-endless-world</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-amazon-quick-for-microsoft-365-agentic-ai-extensions</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-aws-agentcore-observability-for-on-premises-and-multi-cloud-ai-agents</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-aws-bedrock-agentcore-browser-tool-automates-legacy-web-applications</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-aws-bedrock-agentcore-multi-agent-ma-due-diligence</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-databricks-genie-scottish-water-capital-investment-data</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-databricks-smart-routing-unity-ai-gateway</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-dreamx-phi-1-0-action-conditioned-video-world-model-for-robotic</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-hils-attention-hierarchical-sparse-attention</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-hunyuan3d-worldclaw-agentic-3d-world-generation</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-intern-s2-preview-scientific-agentic-foundation-model</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-koedinger-wins-lifetime-achievement-award</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-patterns-and-problems-in-emerging-multiagent-systems</loc><lastmod>2026-08-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-a-corpus-specific-clinical-rag-system-matches-or-outperforms-newer-fr</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-a-corpus-specific-clinical-rag-system-matches-or-outperforms-newer-fr-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-ai4ai-at-test-time-strong-to-weak-capability-transfer-via-harnesses</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-an-agentic-workflow-for-legacy-hpc-modernization-converting-the-two-e</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-an-agentic-workflow-for-legacy-hpc-modernization-converting-the-two-e-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-an-agentic-workflow-for-legacy-hpc-modernization-converting-the-two-e-v3</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-benchmarking-llm-judges-for-mobile-agent-evaluation</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-better-slots-better-worlds-representation-quality-robustness-in-objec</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-better-slots-better-worlds-representation-quality-robustness-in-objec-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-beyond-trial-and-error-agentic-optimization-for-image-to-video-adhere</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-beyond-trial-and-error-agentic-optimization-for-image-to-video-adhere-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-beyond-trial-and-error-agentic-optimization-for-image-to-video-adhere-v3</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-class-activation-mapping-in-explainable-computer-vision-a-method-cent</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-co-constructing-sociotechnical-ai-governance-participatory-system-map</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-constructing-dynamic-master-logic-models-as-knowledge-graphs-for-comp</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-convergent-detour-hijacking-task-preserving-resource-amplification-in</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-convergent-detour-hijacking-task-preserving-resource-amplification-in-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-convergent-detour-hijacking-task-preserving-resource-amplification-in-v3</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-ctbench-evaluating-troubleshooting-capabilities-of-ai-agents-in-reali</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-ctbench-evaluating-troubleshooting-capabilities-of-ai-agents-in-reali-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-diagram-mmu-a-multi-modal-benchmark-for-scientific-diagrams</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-diagram-mmu-a-multi-modal-benchmark-for-scientific-diagrams-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-do-llms-take-care-of-their-own-similarity-signals-can-induce-cooperat</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-do-llms-take-care-of-their-own-similarity-signals-can-induce-cooperat-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-dreamfly-causal-memory-and-receding-horizon-diffusion-planning-for-ae</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-dreamfly-causal-memory-and-receding-horizon-diffusion-planning-for-ae-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-dreamfly-causal-memory-and-receding-horizon-diffusion-planning-for-ae-v3</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-from-safety-documentation-to-safety-knowledge-support-an-evidence-gro</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-from-safety-documentation-to-safety-knowledge-support-an-evidence-gro-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-graph-structured-rubrics-compiling-rubrics-into-typed-evaluation-grap</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-guide-governed-unified-intelligence-for-document-to-artifact-generati</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-guide-governed-unified-intelligence-for-document-to-artifact-generati-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-how-organizations-use-ai-evidence-from-chatgpt</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-learning-loco-manipulation-from-smpc-demonstrations-with-sparse-offli</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-learning-loco-manipulation-from-smpc-demonstrations-with-sparse-offli-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-mba-multimodal-benchmark-and-agents-for-real-world-business-ideation</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-mechanist-ai-as-a-scientific-instrument-for-discovering-the-mechanism</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-mechanist-ai-as-a-scientific-instrument-for-discovering-the-mechanism-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-netlistbench-evaluating-llm-reliability-in-spice-netlist-recognition</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-no-one-to-blame-a-framework-of-constitutive-ai-unaccountability</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-no-one-to-blame-a-framework-of-constitutive-ai-unaccountability-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-one-frozen-simulator-is-not-enough-simulator-collapse-in-multi-agent</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-one-frozen-simulator-is-not-enough-simulator-collapse-in-multi-agent-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-preference-tree-optimization-enhancing-goal-oriented-dialogue-with-lo</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-preference-tree-optimization-enhancing-goal-oriented-dialogue-with-lo-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-ready-cohorts-bounding-gpu-opportunity-and-avoiding-host-round-trips</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-ready-cohorts-bounding-gpu-opportunity-and-avoiding-host-round-trips-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-realistictritonbench-a-benchmark-for-triton-kernel-generation-in-real</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-realistictritonbench-a-benchmark-for-triton-kernel-generation-in-real-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-redistribution-based-cost-inference-improves-sparse-safe-offline-rl</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-retry-switch-or-abstain-learning-strategy-aware-tool-use-policies-via</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-retry-switch-or-abstain-learning-strategy-aware-tool-use-policies-via-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-structural-silence-when-ai-infrastructure-fails-speakers-of-underrepr</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-structural-silence-when-ai-infrastructure-fails-speakers-of-underrepr-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-vakra-evaluating-multi-hop-reasoning-across-apis-and-retrieval-under</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-vakra-evaluating-multi-hop-reasoning-across-apis-and-retrieval-under-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-vicbench-a-multi-language-benchmark-for-code-vulnerability-detection</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-vicbench-a-multi-language-benchmark-for-code-vulnerability-detection-v2</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-vicbench-a-multi-language-benchmark-for-code-vulnerability-detection-v3</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-12-who-thinks-best-depends-on-how-long-you-let-them-budget-dependent-ran</loc><lastmod>2026-08-12</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-a-comparative-evaluation-of-deep-learning-object-detection-models-on</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-a-gateway-architecture-for-enterprise-mcp-authentication-unifying-het</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-a-gateway-architecture-for-enterprise-mcp-authentication-unifying-het-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-chemworld-programmable-chemical-worlds-for-controlled-and-replayable</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-chemworld-programmable-chemical-worlds-for-controlled-and-replayable-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-combodied-agents-a-new-paradigm-of-human-centric-agentic-ai</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-combodied-agents-a-new-paradigm-of-human-centric-agentic-ai-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-convawg-a-retrieval-grounded-framework-for-controlled-synthetic-dialo</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-conversational-orchestration-for-organic-6g</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-conversational-orchestration-for-organic-6g-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-duplexworld-can-voice-agents-help-you-get-through-the-day</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-duplexworld-can-voice-agents-help-you-get-through-the-day-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-entropy-centric-explainable-ai-for-remote-sensing-image-segmentation</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-entropy-centric-explainable-ai-for-remote-sensing-image-segmentation-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-evomem-memory-augmented-evolution-for-code-optimization</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-gitskills-a-dataset-of-agent-skills-on-github</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-gitskills-a-dataset-of-agent-skills-on-github-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-how-to-verify-consistency-of-probabilistic-claims</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-hypothesis-frontier-verifier-guided-llm-and-symbolic-search-for-first</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-io-factory-simulating-ai-enabled-influence-campaigns-at-scale</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-io-factory-simulating-ai-enabled-influence-campaigns-at-scale-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-mira-medical-image-reflection-for-agentic-diagnosis</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-mira-medical-image-reflection-for-agentic-diagnosis-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-most-biomedical-publications-show-signs-of-llm-assisted-writing</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-most-biomedical-publications-show-signs-of-llm-assisted-writing-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-multiclass-sentiment-analysis-for-identifying-political-viewpoints</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-mvtrack-ultrafast-appearance-free-moving-object-tracking-from-compres</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-policy-convergence-and-divergence-across-national-and-within-regional</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-quantum-coordination-advantages-in-ai-state-tracking-tasks-semantic-c</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-r4dsg-relative-4d-scene-graph-memory-for-object-centric-question-answ</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-r4dsg-relative-4d-scene-graph-memory-for-object-centric-question-answ-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-reltex-reliable-llm-based-taxonomy-expansion</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-rule-of-thumb-explaining-artificial-intelligence-systems-using-partia</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-rule-of-thumb-explaining-artificial-intelligence-systems-using-partia-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-skilllens-visual-skill-cards-for-retrieval-augmented-gui-action-predi</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-skilllens-visual-skill-cards-for-retrieval-augmented-gui-action-predi-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-skillzip-evaluation-free-skill-compression-for-self-evolving-agents-b</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-skillzip-evaluation-free-skill-compression-for-self-evolving-agents-b-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-skillzip-evaluation-free-skill-compression-for-self-evolving-agents-b-v3</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-sltn-structural-logic-tensor-networks</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-smart-enough-to-go-extinct-an-evolutionary-challenge-to-the-value-of</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-surgical-wam-a-world-action-model-for-data-efficient-surgical-robot-l</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-test-time-self-evolving-gui-visual-grounding-via-reflection-guided-on</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-test-time-self-evolving-gui-visual-grounding-via-reflection-guided-on-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-the-genai-catch-22-use-of-generative-artificial-intelligence-in-norwe</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-tree-of-ideas-automated-research-ideation-via-cross-trajectory-reason</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-two-stage-odd-residual-flows-for-mean-preserving-probabilistic-time-s</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-v-fillm-verified-financial-llm-reasoning-benchmark</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-vibelifebench-can-your-life-agent-be-proactive-and-persistent-in-a-li</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-vibelifebench-can-your-life-agent-be-proactive-and-persistent-in-a-li-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-whisper-aware-llm-self-supervised-uncertainty-learning-for-robust-whi</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-why-does-claudemd-keep-growing-catastrophic-remembering-in-agentic-co</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-why-does-claudemd-keep-growing-catastrophic-remembering-in-agentic-co-v2</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-11-workflow-cards-structured-summaries-of-workflow-executions-using-prov</loc><lastmod>2026-08-11</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-auto-research-is-fuzz-testing</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-auto-research-is-fuzz-testing-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-auto-research-is-fuzz-testing-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-harnesses-llm-driven-verification-layers-for-robot-autonomy</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-harnesses-llm-driven-verification-layers-for-robot-autonomy-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-agentic-harnesses-llm-driven-verification-layers-for-robot-autonomy-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-archagent-v2-a-case-study-with-the-data-prefetching-championship</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-archagent-v2-a-case-study-with-the-data-prefetching-championship-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-archagent-v2-a-case-study-with-the-data-prefetching-championship-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-avalon-tom-bench-evaluating-fine-grained-theory-of-mind-via-asymmetri</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-avalon-tom-bench-evaluating-fine-grained-theory-of-mind-via-asymmetri-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-bdh-cq-in-context-learning-with-recurrent-latent-reasoning</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-beyond-naturalness-probing-automated-text-to-speech-evaluators-on-lin</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-beyond-naturalness-probing-automated-text-to-speech-evaluators-on-lin-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-card-controlled-agentic-reddit-discussions-for-credit-card-simulation</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-card-controlled-agentic-reddit-discussions-for-credit-card-simulation-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-ceaa-a-cognitive-embodied-agents-architecture-for-interactive-computi</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-ceaa-a-cognitive-embodied-agents-architecture-for-interactive-computi-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-colluskill-adversarial-cross-skill-composition-for-evading-agent-skil</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-colluskill-adversarial-cross-skill-composition-for-evading-agent-skil-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-defining-decentralization-an-ontological-perspective</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-defining-decentralization-an-ontological-perspective-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-dsle-a-learning-environment-for-dark-souls-boss-encounters</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-dsle-a-learning-environment-for-dark-souls-boss-encounters-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-elasticback-stealthy-conditional-backdoor-in-llm-agent-skills-via-cou</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-from-semantic-grounding-to-decision-optimization-a-unified-framework</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-from-values-to-benchmarks-evaluating-large-language-models-for-govern</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-from-values-to-benchmarks-evaluating-large-language-models-for-govern-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-hallucination-free-gui-grounding-via-regression-free-layout-aware-mat</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-how-do-large-language-models-judge-social-attraction-evidence-from-th</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-illusion-or-integrity-geometrical-consistency-metric-for-aigc-video-q</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-kgcare-explainable-complex-conditional-question-answering-using-autom</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-medpixel-a-unified-pixel-language-model-for-medical-reasoning-and-seg</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-mismatch-matters-on-policy-distillation-beyond-token-agreement</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-model-discovery-agent-llm-assisted-bayesian-experiment-design-for-dat</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-modern-backbones-improve-multi-task-detr-for-mammography-classificati</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-multi-agent-ai-safety-as-an-institutional-design-problem</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-multi-agent-ai-safety-as-an-institutional-design-problem-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-multi-agent-ai-safety-as-an-institutional-design-problem-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-multimodal-model-diffing-for-feature-discovery-and-control</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-multimodal-model-diffing-for-feature-discovery-and-control-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-neurorefiner-morphology-aware-multi-agent-refinement-for-3d-fluoresce</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-neurorefiner-morphology-aware-multi-agent-refinement-for-3d-fluoresce-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-open-evaluation-agent-efficient-and-promptable-evaluation-of-visual-g</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-open-evaluation-agent-efficient-and-promptable-evaluation-of-visual-g-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-parameter-exploration-for-rlvr-via-variational-learning</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-rethinking-factor-sharing-in-federated-lora-a-rank-aware-adaptive-app</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-rethinking-self-evolving-agents-do-we-still-need-prescribed-optimizat</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-she-trajectory-driven-safety-harness-evolution-for-llm-agents</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-she-trajectory-driven-safety-harness-evolution-for-llm-agents-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-she-trajectory-driven-safety-harness-evolution-for-llm-agents-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-stealing-reasoning-traces-from-proprietary-llm-apis</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-stealing-reasoning-traces-from-proprietary-llm-apis-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-the-politician-the-liar-and-the-obedient-worker-emerging-behavior-of</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-towards-expert-level-medical-ai-for-real-time-video-consultations</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-towards-expert-level-medical-ai-for-real-time-video-consultations-v2</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-10-towards-expert-level-medical-ai-for-real-time-video-consultations-v3</loc><lastmod>2026-08-10</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-09-author-response-25</loc><lastmod>2026-08-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-llmrouter-unified-infrastructure-for-developing-evaluating-and-deploying</loc><lastmod>2026-08-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-av-aivat-74x-cheaper-agent-evaluation-with-certified-anytime-valid-st</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-av-aivat-74x-cheaper-agent-evaluation-with-certified-anytime-valid-st-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-av-aivat-74x-cheaper-agent-evaluation-with-certified-anytime-valid-st-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-av-aivat-74x-cheaper-agent-evaluation-with-certified-anytime-valid-st-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational-v5</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-benchmarking-the-benchmarks-evaluating-benchmarks-for-conversational-v6</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic-v5</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-beyond-top-k-replacing-black-box-retrieval-with-interpretable-agentic-v6</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-bias-analysis-of-l2-speaking-assessment-systems-using-concept-activat</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-bias-analysis-of-l2-speaking-assessment-systems-using-concept-activat-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-challenges-in-evaluating-explanation-methods-for-static-and-evolving</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-challenges-in-evaluating-explanation-methods-for-static-and-evolving-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-comparative-approaches-to-agent-retrieval-over-large-skill-libraries</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-comparative-approaches-to-agent-retrieval-over-large-skill-libraries-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-comparative-approaches-to-agent-retrieval-over-large-skill-libraries-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-comparative-approaches-to-agent-retrieval-over-large-skill-libraries-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-contextual-information-policy-optimization-for-search-agents</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-contextual-information-policy-optimization-for-search-agents-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-contextual-information-policy-optimization-for-search-agents-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-contextual-information-policy-optimization-for-search-agents-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-continual-learning-in-transition</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-continual-learning-in-transition-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-continual-learning-in-transition-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-continual-learning-in-transition-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-does-flair-super-resolution-erase-or-hallucinate-small-white-matter-l</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-does-flair-super-resolution-erase-or-hallucinate-small-white-matter-l-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-echo-a-locally-deployable-agentic-health-assistant-with-temporal-memo</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-envace-internalizing-environment-dynamics-via-world-rehearsal-for-age</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-envace-internalizing-environment-dynamics-via-world-rehearsal-for-age-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-envace-internalizing-environment-dynamics-via-world-rehearsal-for-age-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-envace-internalizing-environment-dynamics-via-world-rehearsal-for-age-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-evaluating-investment-logic-in-large-language-models-a-real-world-ben</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-evaluating-investment-logic-in-large-language-models-a-real-world-ben-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-finevo-bench-a-longitudinal-benchmark-for-self-evolving-agents-in-pro</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-finevo-bench-a-longitudinal-benchmark-for-self-evolving-agents-in-pro-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-finevo-bench-a-longitudinal-benchmark-for-self-evolving-agents-in-pro-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-finevo-bench-a-longitudinal-benchmark-for-self-evolving-agents-in-pro-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-passive-mirrors-to-active-agents-holonic-digital-twins-for-physi</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-passive-mirrors-to-active-agents-holonic-digital-twins-for-physi-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-passive-mirrors-to-active-agents-holonic-digital-twins-for-physi-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-passive-mirrors-to-active-agents-holonic-digital-twins-for-physi-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-siloed-algorithms-to-compliance-first-agentic-platforms-a-multi</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-siloed-algorithms-to-compliance-first-agentic-platforms-a-multi-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-siloed-algorithms-to-compliance-first-agentic-platforms-a-multi-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-from-siloed-algorithms-to-compliance-first-agentic-platforms-a-multi-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-hardware-keystores-for-ai-agent-signing-workflows-a-zero-trust-mcp-en</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-hardware-keystores-for-ai-agent-signing-workflows-a-zero-trust-mcp-en-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-hardware-keystores-for-ai-agent-signing-workflows-a-zero-trust-mcp-en-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-hardware-keystores-for-ai-agent-signing-workflows-a-zero-trust-mcp-en-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization-v5</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-harnessopt-bench-evaluating-llms-at-harness-optimization-v6</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-iarcs-iterative-agentic-rl-for-controllable-3d-scene-generation</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-iarcs-iterative-agentic-rl-for-controllable-3d-scene-generation-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-improving-the-realism-of-synthetic-clinical-benchmarks-under-utility</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-improving-the-realism-of-synthetic-clinical-benchmarks-under-utility-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-improving-the-realism-of-synthetic-clinical-benchmarks-under-utility-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-improving-the-realism-of-synthetic-clinical-benchmarks-under-utility-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-investigating-artificial-intelligence-digital-sovereignty-in-mobile-s</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-investigating-artificial-intelligence-digital-sovereignty-in-mobile-s-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-investigating-artificial-intelligence-digital-sovereignty-in-mobile-s-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-learning-globally-reusable-skills-for-coding-agents</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-learning-globally-reusable-skills-for-coding-agents-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-learning-globally-reusable-skills-for-coding-agents-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-microevo-knowledge-guided-llm-sampling-for-efficient-microarchitectur</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-poli-bias-understanding-and-measuring-large-language-model-biases-in</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-poli-bias-understanding-and-measuring-large-language-model-biases-in-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-quantimedai-quantum-enhanced-time-series-model-guided-by-agentic-ai-f</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-quantimedai-quantum-enhanced-time-series-model-guided-by-agentic-ai-f-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-quantimedai-quantum-enhanced-time-series-model-guided-by-agentic-ai-f-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-quantimedai-quantum-enhanced-time-series-model-guided-by-agentic-ai-f-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-quantimedai-quantum-enhanced-time-series-model-guided-by-agentic-ai-f-v5</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-reducing-belief-in-conspiracy-theories-as-they-unfold-using-large-lan</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-reducing-belief-in-conspiracy-theories-as-they-unfold-using-large-lan-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-resourced-authority-a-mechanism-design-model-for-participatory-govern</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-resourced-authority-a-mechanism-design-model-for-participatory-govern-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-resourced-authority-a-mechanism-design-model-for-participatory-govern-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-resourced-authority-a-mechanism-design-model-for-participatory-govern-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-schema-guided-hierarchical-information-extraction-and-semantic-evalua</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-schema-guided-hierarchical-information-extraction-and-semantic-evalua-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-the-illusion-of-visual-tool-use-a-causal-audit-of-thinking-with-image</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-the-illusion-of-visual-tool-use-a-causal-audit-of-thinking-with-image-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tracing-the-heart-an-evidence-linked-pipeline-for-heart-failure-featu</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tracing-the-heart-an-evidence-linked-pipeline-for-heart-failure-featu-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tracing-the-heart-an-evidence-linked-pipeline-for-heart-failure-featu-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tracing-the-heart-an-evidence-linked-pipeline-for-heart-failure-featu-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo-v5</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-trajdebug-tracing-error-lifecycle-to-identify-critical-failures-in-lo-v6</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tytan-interactive-neurosymbolic-construction-of-analytic-semantic-sch</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tytan-interactive-neurosymbolic-construction-of-analytic-semantic-sch-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tytan-interactive-neurosymbolic-construction-of-analytic-semantic-sch-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-tytan-interactive-neurosymbolic-construction-of-analytic-semantic-sch-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-what-current-ai-benchmarks-leave-unmeasured-modality-search-citations</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-what-current-ai-benchmarks-leave-unmeasured-modality-search-citations-v2</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-what-current-ai-benchmarks-leave-unmeasured-modality-search-citations-v3</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-06-what-current-ai-benchmarks-leave-unmeasured-modality-search-citations-v4</loc><lastmod>2026-08-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-a-chain-is-only-as-strong-as-its-weakest-link-a-scoping-review-of-sys</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-a-sr-self-evolving-agentic-llms-for-symbolic-regression-via-hierarchi</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-a-sr-self-evolving-agentic-llms-for-symbolic-regression-via-hierarchi-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-abseeker-training-long-horizon-search-agents-via-answer-backtracked-c</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-abseeker-training-long-horizon-search-agents-via-answer-backtracked-c-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-abseeker-training-long-horizon-search-agents-via-answer-backtracked-c-v3</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-agentic-reinforcement-learning-with-observation-calibrated-self-disti</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-agentic-reinforcement-learning-with-observation-calibrated-self-disti-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-argus-a-general-purpose-agentic-runtime-for-long-horizon-reasoning</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-argus-a-general-purpose-agentic-runtime-for-long-horizon-reasoning-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-argus-a-general-purpose-agentic-runtime-for-long-horizon-reasoning-v3</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-artanno-annotating-implicit-semantics-in-artworks-through-llm-agent-d</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-artanno-annotating-implicit-semantics-in-artworks-through-llm-agent-d-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-chained-recursive-language-models-for-multi-iteration-reasoning</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-chained-recursive-language-models-for-multi-iteration-reasoning-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-chemlflow-an-open-source-platform-for-cheminformatics-and-materials-i</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-chemlflow-an-open-source-platform-for-cheminformatics-and-materials-i-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-consistency-driven-co-evolution-for-self-supervised-cross-representat</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-contextweave-a-real-world-workflow-benchmark</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-contextweave-a-real-world-workflow-benchmark-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-coplan-a-trustworthy-co-intelligence-interface-for-care-planning-thro</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-coplan-a-trustworthy-co-intelligence-interface-for-care-planning-thro-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-coplan-a-trustworthy-co-intelligence-interface-for-care-planning-thro-v3</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-diagnosing-tool-selection-reasoning-in-llm-agents-with-canary-tools</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-evigraph-evidence-guided-autonomous-research-agents</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-from-score-matrices-to-football-aware-match-state-simulation-an-audit</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-guideline-as-oracle-zero-annotation-training-of-an-ophthalmic-telepho</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-guideline-as-oracle-zero-annotation-training-of-an-ophthalmic-telepho-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-hardware-design-and-security-in-the-era-of-chiplets-and-llms</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-hierarchical-graph-memory-for-llm-agents-with-path-level-localization</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-hierarchical-graph-memory-for-llm-agents-with-path-level-localization-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-insightemb-learning-action-intent-embeddings-for-agentic-insight-retr</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-item-response-theory-for-ai-safety</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-item-response-theory-for-ai-safety-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-item-response-theory-for-ai-safety-v3</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-marscast-transfer-learning-of-ai-weather-foundation-models-to-planeta</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-multipathformer-towards-a-foundation-model-for-multipath-wireless-pro</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-nsf-hrpt-neural-semantic-field-meets-hierarchical-risk-perception-tre</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-nsf-hrpt-neural-semantic-field-meets-hierarchical-risk-perception-tre-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-octolong-mid-training-on-cross-repository-code-contexts-enhances-long</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-octolong-mid-training-on-cross-repository-code-contexts-enhances-long-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-opd-v-visual-on-policy-self-distillation-with-modality-balance</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-oracle-a-multi-objective-reinforcement-learning-based-analog-circuit</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-privileged-but-biased-how-pi-conditioned-teachers-break-self-distilla</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-privileged-but-biased-how-pi-conditioned-teachers-break-self-distilla-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-repoprobe-benchmarking-architecture-aware-repository-comprehension-wi</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-revealed-rationality-label-free-evaluation-and-regularization-from-re</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-revealed-rationality-label-free-evaluation-and-regularization-from-re-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-robust-and-efficient-motion-reasoning-for-privacy-aware-classroom-inc</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-scrouting-cost-aware-routing-of-coding-agents-by-scouting-the-reposit</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-scrouting-cost-aware-routing-of-coding-agents-by-scouting-the-reposit-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-short-term-load-forecasting-under-eu-ai-act-requirements-in-safety-cr</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-the-effect-of-perceived-race-and-gender-on-police-language-use-experi</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-when-does-latent-communication-pay-a-causal-audit-of-relayed-kv-cache</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-when-does-latent-communication-pay-a-causal-audit-of-relayed-kv-cache-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-when-shared-rollouts-fail-in-defensive-driving-evaluation-a-navsim-sc</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-05-when-shared-rollouts-fail-in-defensive-driving-evaluation-a-navsim-sc-v2</loc><lastmod>2026-08-05</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-efficient-knowledge-distillation-for-llms-offline-top-k-logits-and-a</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-implementing-causal-perception-competing-scms-and-situated-fairness</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-the-transformer-revolution-part-1-dynamic-processing-through-output</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-turnsight-turn-level-hindsight-self-distillation-for-tool-integrated</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-vibe-a-vad-informed-benchmark-for-entity-centered-affective-profiling</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-04-when-and-where-to-look-adaptive-visual-evidence-scheduling-for-effici</loc><lastmod>2026-08-04</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-15-darwinx-evolving-agent-harnesses-through-natural-selection</loc><lastmod>2026-07-31</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-a-foundation-model-of-numerical-intelligence-with-cross-disciplinary</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-a-foundation-model-of-numerical-intelligence-with-cross-disciplinary-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-a-foundation-model-of-numerical-intelligence-with-cross-disciplinary-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agentic-metaverse-services-a-new-as-a-service-paradigm</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agentic-metaverse-services-a-new-as-a-service-paradigm-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agentic-method-for-deterministic-validation-of-legacy-code-migration</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agentic-method-for-deterministic-validation-of-legacy-code-migration-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agents-that-certify-their-own-exploits-confidence-scheduled-restricte</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agents-that-certify-their-own-exploits-confidence-scheduled-restricte-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-agents-that-certify-their-own-exploits-confidence-scheduled-restricte-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-ai-and-authenticity-in-islamic-research-a-critical-evaluation-of-gene</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-ai-and-authenticity-in-islamic-research-a-critical-evaluation-of-gene-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-aispa-user-centric-system-prompt-auditing-for-large-language-model-ap</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-aispa-user-centric-system-prompt-auditing-for-large-language-model-ap-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-askchem-claim-centered-infrastructure-for-chemistry-literature-synthe</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-askchem-claim-centered-infrastructure-for-chemistry-literature-synthe-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-askchem-claim-centered-infrastructure-for-chemistry-literature-synthe-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-cache-uk-a-stability-aware-memory-editor-for-sequentially-updated-qua</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-egogenesis-egocentric-world-action-modeling-with-online-anchored-proj</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-egogenesis-egocentric-world-action-modeling-with-online-anchored-proj-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-embl-ai-librarian-life-sciences-knowledge-layer-for-ai-agents</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-embl-ai-librarian-life-sciences-knowledge-layer-for-ai-agents-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-from-textual-requirements-to-microservice-architectures-a-comprehen</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-how-benchmarks-mis-score-computer-use-agents</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-how-benchmarks-mis-score-computer-use-agents-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-how-benchmarks-mis-score-computer-use-agents-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-infoops-bench-a-live-information-operations-safety-benchmark</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-infoops-bench-a-live-information-operations-safety-benchmark-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-learning-to-trace-seiberg-dualities</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-manta-multi-agent-network-topology-adaptation-for-self-evolving-multi</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-manta-multi-agent-network-topology-adaptation-for-self-evolving-multi-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-manta-multi-agent-network-topology-adaptation-for-self-evolving-multi-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-memharness-memory-is-reconstructed-not-replayed</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-memharness-memory-is-reconstructed-not-replayed-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-objectstream-latent-objects-as-memory-anchors-for-streaming-video-und</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-on-policy-and-off-policy-learning-for-large-action-spaces</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-on-policy-and-off-policy-learning-for-large-action-spaces-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-on-policy-and-off-policy-learning-for-large-action-spaces-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-one-human-n-agents-audit-budget-allocation-for-llm-agent-fleets-under</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-one-human-n-agents-audit-budget-allocation-for-llm-agent-fleets-under-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-one-human-n-agents-audit-budget-allocation-for-llm-agent-fleets-under-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-orca-bench-how-ready-are-language-model-agents-for-oncall</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-orca-bench-how-ready-are-language-model-agents-for-oncall-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-orca-bench-how-ready-are-language-model-agents-for-oncall-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-osreward-instituting-standardized-evaluation-for-cross-platform-compu</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-osreward-instituting-standardized-evaluation-for-cross-platform-compu-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-osreward-instituting-standardized-evaluation-for-cross-platform-compu-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-osreward-instituting-standardized-evaluation-for-cross-platform-compu-v4</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paichecker-uncovering-and-checking-pr-issue-misalignment-in-swe-bench</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paichecker-uncovering-and-checking-pr-issue-misalignment-in-swe-bench-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paichecker-uncovering-and-checking-pr-issue-misalignment-in-swe-bench-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paying-for-honesty-without-knowing-the-truth-reputation-penalty-desig</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paying-for-honesty-without-knowing-the-truth-reputation-penalty-desig-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-paying-for-honesty-without-knowing-the-truth-reputation-penalty-desig-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-rethinking-inference-time-scaling-in-local-computer-use-agents-failur</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-rethinking-inference-time-scaling-in-local-computer-use-agents-failur-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-rethinking-inference-time-scaling-in-local-computer-use-agents-failur-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-scope-supply-chain-operations-through-coupled-policies-for-end-to-end</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-scope-supply-chain-operations-through-coupled-policies-for-end-to-end-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-selective-credibility-limited-belief-update</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-selective-credibility-limited-belief-update-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-selective-credibility-limited-belief-update-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tca-sir-learning-target-conditioned-abstractions-for-scientific-inspi</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tca-sir-learning-target-conditioned-abstractions-for-scientific-inspi-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tca-sir-learning-target-conditioned-abstractions-for-scientific-inspi-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tycho-active-abstraction-with-programmatic-world-models-for-arc-agi-3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tycho-active-abstraction-with-programmatic-world-models-for-arc-agi-3-v2</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-tycho-active-abstraction-with-programmatic-world-models-for-arc-agi-3-v3</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-when-derived-measurements-mislead-quantifying-and-mitigating-llm-over</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-when-specifications-conflict-a-symmetry-based-framework-for-measuring</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-30-wide-boosting-adaptive-llm-inference-via-token-level-dynamic-width-pr</loc><lastmod>2026-07-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-a-first-look-at-coding-agents-compliance-with-ai-contribution-rules-i</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-a-first-look-at-coding-agents-compliance-with-ai-contribution-rules-i-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-agentmap-joint-equivalence-and-subsumption-discovery-for-ontology-mat</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-ai-as-friction-for-reflection-support-in-ideation</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-ai-as-friction-for-reflection-support-in-ideation-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-anatomy-contextualized-adaption-of-ct-foundation-models</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-automated-multilabel-mpox-research-classification-with-explainable-tr</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-bayesame-bayesian-active-model-evaluation</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-biovln-a-simulation-platform-for-visual-language-navigation-in-biomed</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-biovln-a-simulation-platform-for-visual-language-navigation-in-biomed-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-budget-aware-llm-discovery-via-cost-calibrated-frontier-utility</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-can-ai-agents-conduct-open-ended-ai-research-early-evidence-from-two</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-can-ai-agents-conduct-open-ended-ai-research-early-evidence-from-two-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-cocars-correlation-calibration-based-redundancy-suppression-for-heter</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-dlam-distributional-latent-actions-with-temporal-constraints</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-do-latent-channels-actually-communicate-a-causal-audit-of-latent-mult</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-do-latent-channels-actually-communicate-a-causal-audit-of-latent-mult-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-from-passive-video-to-editable-experience-physically-grounded-experie</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-from-representations-to-behaviors-exploring-the-person-situation-beha</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-graph-is-the-verifier-agentic-reinforcement-learning-for-interprocedu</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-human-diversity-fuels-collective-creativity-that-large-language-model</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-improving-item-discoverability-in-e-commerce-search-via-related-inten</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-improving-item-discoverability-in-e-commerce-search-via-related-inten-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-linguistic-monoculture-in-llm-assisted-language-use</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-linguistic-monoculture-in-llm-assisted-language-use-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-memsecbench-tracking-agent-memory-poisoning-from-persistence-to-conse</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-memsecbench-tracking-agent-memory-poisoning-from-persistence-to-conse-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-multimodal-fusion-of-visual-and-morphometric-features-for-avian-bone</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-omegause-officeval-benchmarking-llm-agents-on-long-horizon-office-sui</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-on-policy-distillation-for-llm-safety-a-routing-approach-to-template</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-partner-capability-estimation-for-task-agnostic-adaptation-in-ad-hoc</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-partner-capability-estimation-for-task-agnostic-adaptation-in-ad-hoc-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-progressive-multimodal-alignment-for-continual-instruction-tuning</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-rethinking-self-evolution-a-constrained-exploration-exploitation-proc</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scientific-knowledge-discovery-in-the-age-of-large-language-models</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scifigalign-scoring-scientific-figures-by-fine-tuned-alignment-of-vis</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scifigqual-bench-a-benchmark-for-scientific-figure-quality-assessment</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scifigqual-bench-a-benchmark-for-scientific-figure-quality-assessment-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scores-are-not-decisions-cost-aware-stopping-for-tool-acquisition-in</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scores-are-not-decisions-cost-aware-stopping-for-tool-acquisition-in-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scores-are-not-decisions-cost-aware-stopping-for-tool-acquisition-in-v3</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-scratchsim-a-procedural-synthetic-data-pipeline-for-surface-scratch-d</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-secrespond-benchmarking-ai-agents-for-real-world-post-compromise-inci</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-setoka-a-benchmark-for-hierarchical-user-understanding-in-personalize</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-skillrise-agentic-reinforcement-learning-for-cross-task-skill-evoluti</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-skillrise-agentic-reinforcement-learning-for-cross-task-skill-evoluti-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-the-social-cost-of-an-ai-teammate-how-an-artificial-teammate-reshapes</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-the-social-cost-of-an-ai-teammate-how-an-artificial-teammate-reshapes-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-think-short-defer-smart-act-and-repeat-calibrated-reasoning-and-uncer</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-think-short-defer-smart-act-and-repeat-calibrated-reasoning-and-uncer-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-urbands-a-graph-guided-llm-multi-agent-system-for-data-intensive-urba</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-urbands-a-graph-guided-llm-multi-agent-system-for-data-intensive-urba-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-what-does-it-take-to-detect-an-ai-agent-minimal-feature-sets-for-beha</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-29-what-does-it-take-to-detect-an-ai-agent-minimal-feature-sets-for-beha-v2</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-bair-k-search-mlx</loc><lastmod>2026-07-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-a-computational-ethical-framework-for-financial-digital-phenotyping-f</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-a-corrective-agentic-hybrid-rag-and-an-operations-grounded-evaluation</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-a-corrective-agentic-hybrid-rag-and-an-operations-grounded-evaluation-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-a-corrective-agentic-hybrid-rag-and-an-operations-grounded-evaluation-v3</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-agentic-permissions-policy-algebra-for-taint-confinement-in-llm-agent</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-agentic-permissions-policy-algebra-for-taint-confinement-in-llm-agent-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-agentic-permissions-policy-algebra-for-taint-confinement-in-llm-agent-v3</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-artificial-intelligence-and-innovation-ecosystem-evolutionary-develop</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-beyond-aggregate-risk-role-stratified-conformal-risk-control-for-llm</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-beyond-aggregate-risk-role-stratified-conformal-risk-control-for-llm-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-clinfusion-a-vision-centric-multimodal-llm-system-for-holistic-medica</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-clinfusion-a-vision-centric-multimodal-llm-system-for-holistic-medica-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-clinfusion-a-vision-centric-multimodal-llm-system-for-holistic-medica-v3</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-closed-loop-validation-repair-for-healthcare-interoperability-a-multi</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-closed-loop-validation-repair-for-healthcare-interoperability-a-multi-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-dataorchestra-learning-to-orchestrate-per-example-curation-of-pretrai</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-dataorchestra-learning-to-orchestrate-per-example-curation-of-pretrai-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-deepfaith-evidence-grounded-llms-for-faithful-incident-reporting-in-m</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-efficiency-matters-in-autonomous-research</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-efficiency-matters-in-autonomous-research-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-efficient-llm-generated-shuttling-compilers-for-complex-trapped-ion-a</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-efficient-llm-generated-shuttling-compilers-for-complex-trapped-ion-a-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-epistemic-norms-for-ai-safety-and-alignment-research</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-erunderstand-evaluating-vision-language-models-on-structured-er-diagr</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-evaluating-rag-for-french-immigration-law-a-benchmark-and-baseline-st</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-evaluating-rag-for-french-immigration-law-a-benchmark-and-baseline-st-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-evaluating-the-impact-of-explainable-ai-on-trust-in-ai-assisted-code</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-evaluating-the-impact-of-explainable-ai-on-trust-in-ai-assisted-code-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-eviction-as-estimation-a-fixed-lag-smoothing-view-of-test-time-memory</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-failures-reveal-what-metrics-miss-an-evidence-driven-agent-for-recurs</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-failures-reveal-what-metrics-miss-an-evidence-driven-agent-for-recurs-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-falsifiable-commitment-planning-for-self-correcting-web-agents</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-from-proprietary-to-open-source-bridging-the-distribution-gap-via-mul</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-from-proprietary-to-open-source-bridging-the-distribution-gap-via-mul-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-gubernaut-a-deterministic-homeostatic-controller-for-affect-regulated</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-gubernaut-a-deterministic-homeostatic-controller-for-affect-regulated-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-kanex-translating-kolmogorov-arnold-networks-interpretability-to-medi</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-lex-ec-a-lexical-evidence-channel-audit-framework-for-zero-shot-llm-p</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-llm-assisted-ontology-engineering-and-construction-of-a-french-legal</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-llm-soccerarena-benchmarking-llms-on-real-world-predictions-in-sports</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-looping-is-not-reliability-state-bound-evidence-and-typed-revision-co</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-looping-is-not-reliability-state-bound-evidence-and-typed-revision-co-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-looping-is-not-reliability-state-bound-evidence-and-typed-revision-co-v3</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-making-mathematical-knowledge-explainable-accessible-and-interoperabl</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-myopia-prevention-and-control-30-artificial-intelligence-driven-risk</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-physics-guided-generative-ai-for-property-targeted-3d-porous-media-de</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-reason-mediated-behavioral-models-for-auditing-llm-social-simulators</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-reason-mediated-behavioral-models-for-auditing-llm-social-simulators-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-regulating-for-ai-legitimacy</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-simulating-tenant-responses-to-energy-policy-interventions-with-trans</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-siren-towards-end-to-end-extreme-weather-early-warning-with-experienc</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-siren-towards-end-to-end-extreme-weather-early-warning-with-experienc-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-sparse-autoencoders-encode-both-concepts-and-functions-the-downstream</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-task-conditional-faithfulness-auditing-of-multimodal-llms-for-grid-di</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-teacher-knows-it-best-spontaneous-symmetry-breaking-and-tipping-point</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-teacher-knows-it-best-spontaneous-symmetry-breaking-and-tipping-point-v2</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-the-physics-of-multi-turn-long-horizon-planning-from-pre-training-to</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-27-the-tokenizer-tax-quantifying-and-explaining-the-cross-lingual-cost-o</loc><lastmod>2026-07-27</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-08-20-nist-aite-overview</loc><lastmod>2026-07-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agent-guided-relational-concept-discovery-toward-interpretable-surgic</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agent-guided-relational-concept-discovery-toward-interpretable-surgic-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agent-guided-relational-concept-discovery-toward-interpretable-surgic-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agent-guided-relational-concept-discovery-toward-interpretable-surgic-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag-v5</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-coding-without-the-cloud-evaluating-open-weight-large-languag-v6</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-context-management-solving-agent-memory-and-cost-by-treating</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-context-management-solving-agent-memory-and-cost-by-treating-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-context-management-solving-agent-memory-and-cost-by-treating-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-context-management-solving-agent-memory-and-cost-by-treating-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-agentic-context-management-solving-agent-memory-and-cost-by-treating-v5</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-ai-assistants-overassist</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-ai-assistants-overassist-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-ai-assistants-overassist-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-ai-assistants-overassist-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-arex-towards-a-recursively-self-improving-agent-for-deep-research</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-arex-towards-a-recursively-self-improving-agent-for-deep-research-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-arex-towards-a-recursively-self-improving-agent-for-deep-research-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-beyond-sycophancy-structured-resistance-and-compliance-in-llm-moral-r</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-beyond-sycophancy-structured-resistance-and-compliance-in-llm-moral-r-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-bridging-the-gap-between-plausibility-and-admissibility-constraint-aw</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-compact-latent-coordination-for-autonomous-vehicles-at-unsignalized-i</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-compact-latent-coordination-for-autonomous-vehicles-at-unsignalized-i-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-compact-latent-coordination-for-autonomous-vehicles-at-unsignalized-i-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-compact-latent-coordination-for-autonomous-vehicles-at-unsignalized-i-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-detecting-llm-generated-tokens-in-human-llm-coauthored-text</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-detecting-llm-generated-tokens-in-human-llm-coauthored-text-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-detecting-llm-generated-tokens-in-human-llm-coauthored-text-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-detecting-llm-generated-tokens-in-human-llm-coauthored-text-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-euclid-mcp-a-model-context-protocol-server-for-deterministic-logical</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-euclid-mcp-a-model-context-protocol-server-for-deterministic-logical-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-euclid-mcp-a-model-context-protocol-server-for-deterministic-logical-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-euclid-mcp-a-model-context-protocol-server-for-deterministic-logical-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-expert-behavior-prior-reinforcement-learning</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-expert-behavior-prior-reinforcement-learning-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-explainable-belief-harmonization-under-dynamic-epistemic-partitions</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-explainable-belief-harmonization-under-dynamic-epistemic-partitions-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-resource-flow-to-executable-tests-petri-net-guided-llm-test-gene</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-resource-flow-to-executable-tests-petri-net-guided-llm-test-gene-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-resource-flow-to-executable-tests-petri-net-guided-llm-test-gene-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-resource-flow-to-executable-tests-petri-net-guided-llm-test-gene-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-static-bibliometrics-to-dynamic-knowledge-graphs-an-llm-powered</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-from-static-bibliometrics-to-dynamic-knowledge-graphs-an-llm-powered-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gradrag-cross-component-prompt-adaptation-for-coordinated-multi-agent</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gradrag-cross-component-prompt-adaptation-for-coordinated-multi-agent-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gradrag-cross-component-prompt-adaptation-for-coordinated-multi-agent-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gradrag-cross-component-prompt-adaptation-for-coordinated-multi-agent-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-graphvid-interactive-graph-controllable-video-generation</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-graphvid-interactive-graph-controllable-video-generation-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gs-agent-creating-4d-physical-worlds-with-generative-simulation</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-gs-agent-creating-4d-physical-worlds-with-generative-simulation-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-icae-bench-evaluating-coding-agents-as-interactive-project-builders</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-icae-bench-evaluating-coding-agents-as-interactive-project-builders-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-improved-lower-bounds-for-the-shannon-capacity-of-odd-cycles</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-m3-gen-interpretable-multimodal-generation-of-gene-expression-profile</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-mirror-learning-from-the-other-view-for-multi-modal-reasoning</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-mirror-learning-from-the-other-view-for-multi-modal-reasoning-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-msbram-a-multi-scale-self-supervised-brain-foundation-model-for-hiera</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-multimodal-pretraining-for-generalizable-eeg-representation-learning</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment-v5</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-openforgerl-train-harness-native-agents-in-any-environment-v6</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pai-econ-claude-a-gated-human-in-the-loop-multi-agent-architecture-fo</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pai-econ-claude-a-gated-human-in-the-loop-multi-agent-architecture-fo-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pats-policy-aware-training-scaffolding-for-agentic-reinforcement-lear</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pats-policy-aware-training-scaffolding-for-agentic-reinforcement-lear-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pats-policy-aware-training-scaffolding-for-agentic-reinforcement-lear-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-pats-policy-aware-training-scaffolding-for-agentic-reinforcement-lear-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-regulating-autonomous-and-agentic-ai</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-regulating-autonomous-and-agentic-ai-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-regulating-autonomous-and-agentic-ai-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-regulating-autonomous-and-agentic-ai-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-rumba-russian-user-memory-benchmark</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-rumba-russian-user-memory-benchmark-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi-v5</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-same-dangerous-objective-opposite-advice-direct-exposure-versus-multi-v6</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-scaling-up-formal-representation-of-clinical-trial-protocols-in-ensem</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-scaling-up-formal-representation-of-clinical-trial-protocols-in-ensem-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-synthetic-data-generation-framework-for-quality-control-automation-in</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-the-boundaries-of-automation-a-theory-of-persistent-human-participati</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-the-boundaries-of-automation-a-theory-of-persistent-human-participati-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-thinkink-2d-spatial-ink-native-interaction-with-llms</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-thinkink-2d-spatial-ink-native-interaction-with-llms-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-thinkink-2d-spatial-ink-native-interaction-with-llms-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-thinkink-2d-spatial-ink-native-interaction-with-llms-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-token-budget-saturation-and-mechanistic-early-detection-of-reasoning</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat-v5</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-continuous-assurance-for-the-democratization-of-ai-agent-creat-v6</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-cryptographically-verifiable-authorization-for-autonomous-ai-a</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-cryptographically-verifiable-authorization-for-autonomous-ai-a-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-cryptographically-verifiable-authorization-for-autonomous-ai-a-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-toward-cryptographically-verifiable-authorization-for-autonomous-ai-a-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-unlearning-under-imbalance-benchmarking-fairness-in-multimodal-llm-un</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-unlearning-under-imbalance-benchmarking-fairness-in-multimodal-llm-un-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-voln-vision-only-long-horizon-navigation-paradigm-benchmark-and-met</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-voln-vision-only-long-horizon-navigation-paradigm-benchmark-and-met-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-voln-vision-only-long-horizon-navigation-paradigm-benchmark-and-met-v3</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-voln-vision-only-long-horizon-navigation-paradigm-benchmark-and-met-v4</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-when-are-reasoning-based-guardrails-not-efficient-responseguard-a-fas</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-23-when-are-reasoning-based-guardrails-not-efficient-responseguard-a-fas-v2</loc><lastmod>2026-07-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-active-inference-as-a-convex-markov-decision-process</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-adaptive-bayesian-online-learning-via-expert-aggregation</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-adaptive-deep-nonparametric-regression-from-dependent-data-under-cova</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-antigen-specific-antibody-multi-modal-foundation-model-for-functional</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-antigen-specific-antibody-multi-modal-foundation-model-for-functional-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-autonomous-collaborative-learning-among-an-ensemble-of-tsetlin-machin</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-autonomous-collaborative-learning-among-an-ensemble-of-tsetlin-machin-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-clinical-pathways-as-safety-specifications-for-physical-ai-in-hospita</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-co-evolving-llm-evaluators-and-policies-via-dynamicrubric</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-co-evolving-llm-evaluators-and-policies-via-dynamicrubric-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-cumsum-composable-phase-transport-for-low-cost-streaming-keyword-spot</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-cumsum-composable-phase-transport-for-low-cost-streaming-keyword-spot-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-cured-creating-understanding-and-repairing-errors-demonstrator</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-decentralized-online-riemannian-optimization-for-strongly-geodesicall</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-decentralized-online-riemannian-optimization-for-strongly-geodesicall-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-elsaa-efficient-low-rank-and-sparse-attention-approximation-for-train</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-evaluating-and-mitigating-gender-bias-in-pre-trained-embeddings-for-m</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-generalized-kalman-filter-based-temporal-difference-reinforcement-lea</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-hard-guarantees-at-a-measured-price-entropy-stable-learned-finite-vol</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-headcast-casting-attention-heads-for-efficient-autoregressive-video-g</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-hijackkv-new-threat-in-position-independent-kv-cache-reuse</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-instance-hardness-based-relevance-for-imbalanced-regression</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-instance-hardness-based-relevance-for-imbalanced-regression-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-interpretable-fuzzy-rule-based-regression-extension-for-ex-fuzzy-libr</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-label-free-finite-volume-residual-training-of-attention-graph-neural</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-lipschitzian-sllns-for-random-functions</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-local-stability-and-gaussian-smoothing-of-quantized-neural-networks</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-local-stability-and-gaussian-smoothing-of-quantized-neural-networks-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-multi-modal-transformer-for-signal-classification-in-nanopore-blockad</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-multi-stage-dynamic-selection-for-cross-project-defect-prediction</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-non-negative-matrix-factorization-using-the-textitr-package-textsfnn</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-non-negative-matrix-factorization-using-the-textitr-package-textsfnn-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-oledlm-a-unified-language-model-for-oled-molecular-design</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-oledlm-a-unified-language-model-for-oled-molecular-design-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-on-optimization-complexity-of-second-order-certified-unlearning</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-on-optimization-complexity-of-second-order-certified-unlearning-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-phaseaware-interpretable-human-in-the-loop-rehabilitation-scoring-wit</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-pier-physics-informed-environmental-retrieval-for-time-series-modelin</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-plausibility-driven-prioritization-of-candidate-biomedical-annotation</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-statistical-inference-for-rank-allocation-in-low-rank-adaptation</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-statistical-inference-for-rank-allocation-in-low-rank-adaptation-v2</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-taming-the-security-energy-paradox-a-green-ai-approach-to-optimized-a</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-test-case-prioritization-for-dnns-via-neural-collapse-instability</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-the-blessing-of-dimensionality-how-near-orthogonality-in-high-dimensi</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-time-series-network-utilization-kpi-forecasting-using-advanced-aiml-m</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-towards-miniature-humanoid-tele-loco-manipulation-using-virtual-reali</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-22-variance-reduced-domain-adaptation-using-paired-sampling</loc><lastmod>2026-07-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-agentdebugx-an-open-source-toolkit-for-failure-observability-attribut</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-agents-in-the-wild-where-research-meets-deployment</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-ai-tour-meeting-group-travel-planning-by-llm-agents</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-ailqa-evaluating-ai-driven-legal-question-answering-systems-for-the-i</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-autojourn-multi-perspective-summarisation-bias-detection-and-bias-neu</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-automated-extraction-of-techno-economic-data-from-76000-energy-system</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-bounding-boxes-to-improve-small-language-model-performance-on-vision</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-case-causal-alignment-and-structural-enforcement-for-improving-chain</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-computational-humor-with-multimodal-llms-methods-datasets-evaluation</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-computing-on-the-fly-navigating-a-vision-for-the-future-of-drone-comp</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-dais-dependency-aware-intermediate-qa-supervision-for-complex-reasoni</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-disentangling-curriculum-learning-in-nlp-towards-a-unifying-taxonomy</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-find-before-you-fine-tune-a-diagnostic-study-of-small-llms-for-cybers</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-h2sd-hybrid-hindsight-self-distillation</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-is-eeg-to-text-feasible-in-real-world-scenarios-an-in-depth-analysis</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-measuring-ai-innovation-with-trademark-data</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-measuring-reward-seeking-via-contrastive-belief-updates</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-medddc-eval-diagnosis-decoupled-evaluation-of-multi-turn-medical-cons</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-plaid-prf-pseudo-relevance-feedback-with-centroid-like-tokens-in-plai</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-ragal-a-frugal-fully-local-retrieval-augmented-assistant-for-technica</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-rationale-guided-knowledge-distillation-for-cross-lingual-stance-dete</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-selection-shapes-the-boundary-a-preregistered-replication-of-monotoni</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-stale-but-stable-staleness-adaptive-trust-regions-for-stabilizing-asy</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-21-transcription-policy-as-a-latent-variable-activating-controllable-ver</loc><lastmod>2026-07-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-adahome-an-adaptive-smart-home-assistant-using-local-small-language-m</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-adaptive-adversaries-a-multi-turn-multi-llm-benchmark-for-llm-agent-s</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-adaptive-adversaries-a-multi-turn-multi-llm-benchmark-for-llm-agent-s-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-automated-discovery-has-no-universally-superior-harness</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-automated-discovery-has-no-universally-superior-harness-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-autoresearch-with-coding-agents-generalizers-and-metric-maximizers-on</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-autoresearch-with-coding-agents-generalizers-and-metric-maximizers-on-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-can-we-break-llms-out-of-self-loops-fine-grained-reasoning-control-wi</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-chemical-filters-for-ultra-high-throughput-materials-screening-and-ge</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-do-language-models-dream-of-binding-molecules-benchmarking-llms-under</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-enhancing-rubric-based-rl-via-self-distillation</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-exploratory-and-assimilating-reflection-reflective-recall-cycle-for-l</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-gigapath-flash-and-gigatime-flash-efficient-pathology-foundation-mode</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-gigapath-flash-and-gigatime-flash-efficient-pathology-foundation-mode-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-harness-engineering-for-llm-driven-gpu-kernel-generation</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-harness-engineering-for-llm-driven-gpu-kernel-generation-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-has-highlight-guided-attention-steering-for-multimodal-llm-video-summ</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-has-highlight-guided-attention-steering-for-multimodal-llm-video-summ-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-how-does-alignment-tuning-shape-representations-of-sycophancy-and-rel</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-how-does-alignment-tuning-shape-representations-of-sycophancy-and-rel-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-human-grounded-evaluation-of-large-language-models-for-optical-networ</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-i-wanted-it-to-feel-more-personal-customization-of-social-ai-as-ai-in</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-judge-dependent-safety-gains-and-model-specific-helpfulness-costs-of</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-judge-dependent-safety-gains-and-model-specific-helpfulness-costs-of-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-llms-and-agentic-ai-systems-for-smart-grids-a-tutorial-on-architectur</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-llms-and-agentic-ai-systems-for-smart-grids-a-tutorial-on-architectur-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-llms-and-agentic-ai-systems-for-smart-grids-a-tutorial-on-architectur-v3</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-mada-rl-multi-agent-debate-aware-reinforcement-learning-for-parameter</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-mada-rl-multi-agent-debate-aware-reinforcement-learning-for-parameter-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-natural-language-access-to-domain-specific-metadata-a-reusable-framew</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-natural-language-access-to-domain-specific-metadata-a-reusable-framew-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-o-vad-industrial-video-anomaly-detection-through-object-centric-track</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-o-vad-industrial-video-anomaly-detection-through-object-centric-track-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-ontoextend-a-framework-for-requirement-driven-and-scalable-ontology-e</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-or-else-a-differentiable-trust-region-for-policy-optimization</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-pearl-auditable-repair-for-scientific-reasoning-graph-extraction</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-rethinking-heterogeneous-llm-merging-a-weighted-model-averaging-persp</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-rt-shcua-real-time-self-hosted-computer-use-agent-for-uav-control</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-selectinfer-selective-neuron-loading-and-computation-for-on-device-ll</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-self-state-attacks-on-self-hosted-ai-agents-how-far-can-os-defenses-g</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-self-state-attacks-on-self-hosted-ai-agents-how-far-can-os-defenses-g-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-sga-plugplay-geometric-verification-for-educational-video-synthesis</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-sga-plugplay-geometric-verification-for-educational-video-synthesis-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-sga-plugplay-geometric-verification-for-educational-video-synthesis-v3</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-sparse-evidence-can-suffice-agentic-evidence-seeking-for-multimodal-v</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-sparse-evidence-can-suffice-agentic-evidence-seeking-for-multimodal-v-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-stress-testing-concept-erasure-with-large-language-model-agents</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-the-aura-in-the-machine-genealogy-and-the-status-of-the-work-of-art-i</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-the-autonomous-agency-scale-a-behavioral-framework-for-measuring-self</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-the-shared-discovery-paradox-how-a-one-answer-rule-turns-better-infor</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-the-shared-discovery-paradox-how-a-one-answer-rule-turns-better-infor-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-towards-agentic-agent-based-models-feasibility-performance-and-statis</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-trim-reducing-ai-generated-codeslop-via-agent-trajectory-minimization</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-trim-reducing-ai-generated-codeslop-via-agent-trajectory-minimization-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-trim-reducing-ai-generated-codeslop-via-agent-trajectory-minimization-v3</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-worldcuparena-fine-grained-evaluation-of-language-models-and-deep-res</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-worldcuparena-fine-grained-evaluation-of-language-models-and-deep-res-v2</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-20-zero-hallucination-by-construction-hallucination-aware-layered-oversi</loc><lastmod>2026-07-20</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-anet-patu-1-the-value-of-connection-in-the-agent-network</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-anet-patu-1-the-value-of-connection-in-the-agent-network-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-anet-patu-1-the-value-of-connection-in-the-agent-network-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-autosynthesis-an-agentic-system-for-automated-meta-analysis</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-autosynthesis-an-agentic-system-for-automated-meta-analysis-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-autosynthesis-an-agentic-system-for-automated-meta-analysis-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-autosynthesis-an-agentic-system-for-automated-meta-analysis-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-benchmarking-multimodal-large-language-models-for-scientific-visualiz</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-benchmarking-multimodal-large-language-models-for-scientific-visualiz-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-benchmarking-multimodal-large-language-models-for-scientific-visualiz-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-benchmarking-multimodal-large-language-models-for-scientific-visualiz-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-v5</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-beyond-success-rate-cost-aware-evaluation-of-offensive-and-defensive-v6</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-brainpilot-automating-brain-discovery-with-agentic-research</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-brainpilot-automating-brain-discovery-with-agentic-research-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-brainpilot-automating-brain-discovery-with-agentic-research-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-brainpilot-automating-brain-discovery-with-agentic-research-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-can-we-trust-item-response-theory-for-ai-evaluation</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-can-we-trust-item-response-theory-for-ai-evaluation-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-can-we-trust-item-response-theory-for-ai-evaluation-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-can-we-trust-item-response-theory-for-ai-evaluation-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-can-we-trust-item-response-theory-for-ai-evaluation-v5</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-concept-guided-spatial-regularization-for-world-models-in-atari-pong</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-concept-guided-spatial-regularization-for-world-models-in-atari-pong-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-concept-guided-spatial-regularization-for-world-models-in-atari-pong-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-concept-guided-spatial-regularization-for-world-models-in-atari-pong-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-contextualized-early-detection-of-online-firestorms-a-sequential-llm</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-contextualized-early-detection-of-online-firestorms-a-sequential-llm-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-digital-pantheon-simulating-and-auditing-coalition-formation-with-llm</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-digital-pantheon-simulating-and-auditing-coalition-formation-with-llm-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-digital-pantheon-simulating-and-auditing-coalition-formation-with-llm-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-digital-pantheon-simulating-and-auditing-coalition-formation-with-llm-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-explaining-process-control-optimisation-recommendations-via-gradients</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-explaining-process-control-optimisation-recommendations-via-gradients-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-explaining-process-control-optimisation-recommendations-via-gradients-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-in-place-tokenizer-expansion-for-pre-trained-llms</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-innocuous-seeming-data-latent-ideology-ideological-generalisation-in</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-innocuous-seeming-data-latent-ideology-ideological-generalisation-in-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-latent-trajectory-discrimination-for-ai-generated-text-detection</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-latent-trajectory-discrimination-for-ai-generated-text-detection-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-long-context-fine-tuning-with-limited-vram</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-lqcdmaster-agentic-scientific-computing-for-lattice-quantum-chromodyn</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-lqcdmaster-agentic-scientific-computing-for-lattice-quantum-chromodyn-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-lqcdmaster-agentic-scientific-computing-for-lattice-quantum-chromodyn-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-lqcdmaster-agentic-scientific-computing-for-lattice-quantum-chromodyn-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-man-machine-and-masterpiece-artistic-ownership-in-the-ai-era</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-man-machine-and-masterpiece-artistic-ownership-in-the-ai-era-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mask-aware-policy-gradients-for-diffusion-language-models</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-medfailbench-a-clinician-built-open-source-benchmark-for-medical-ai-s</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-medfailbench-a-clinician-built-open-source-benchmark-for-medical-ai-s-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in-v5</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-mm-issueloc-a-controlled-benchmark-for-evaluating-visual-evidence-in-v6</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-moral-attitudes-of-sentient-asi-towards-humanity-and-implications-for</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-moral-attitudes-of-sentient-asi-towards-humanity-and-implications-for-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-omniabench-benchmarking-general-ai-agents-across-diverse-scenarios</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-omniabench-benchmarking-general-ai-agents-across-diverse-scenarios-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-omniabench-benchmarking-general-ai-agents-across-diverse-scenarios-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-omniabench-benchmarking-general-ai-agents-across-diverse-scenarios-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-parameter-efficient-prompt-tuning-of-vision-foundation-model-with-ada</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-plover-steering-gui-agents-through-plan-centric-interaction</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-plover-steering-gui-agents-through-plan-centric-interaction-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-plover-steering-gui-agents-through-plan-centric-interaction-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-plover-steering-gui-agents-through-plan-centric-interaction-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-pretraining-data-can-be-poisoned-through-computational-propaganda</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-pretraining-data-can-be-poisoned-through-computational-propaganda-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-proof-or-stop-dont-trust-the-agent-trust-the-evidence-loop-enginee</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-proof-or-stop-dont-trust-the-agent-trust-the-evidence-loop-enginee-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-proof-or-stop-dont-trust-the-agent-trust-the-evidence-loop-enginee-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-proof-or-stop-dont-trust-the-agent-trust-the-evidence-loop-enginee-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-reachability-aware-pretraining-for-efficient-target-oriented-path-exp</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-reachability-aware-pretraining-for-efficient-target-oriented-path-exp-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-robottt-context-scaling-for-robot-policies</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scaling-behavior-foundation-model-for-humanoid-robots</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scaling-behavior-foundation-model-for-humanoid-robots-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scaling-behavior-foundation-model-for-humanoid-robots-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scaling-behavior-foundation-model-for-humanoid-robots-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scenebind-binding-what-and-where-across-vision-audio-and-language</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scidiagramedit-learning-to-edit-scientific-diagrams-from-paper-revisi</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scidiagramedit-learning-to-edit-scientific-diagrams-from-paper-revisi-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scidiagramedit-learning-to-edit-scientific-diagrams-from-paper-revisi-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-scidiagramedit-learning-to-edit-scientific-diagrams-from-paper-revisi-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-searchos-v1-towards-robust-open-domain-information-seeking-agent-coll</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-searchos-v1-towards-robust-open-domain-information-seeking-agent-coll-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-searchos-v1-towards-robust-open-domain-information-seeking-agent-coll-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-searchos-v1-towards-robust-open-domain-information-seeking-agent-coll-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-searchos-v1-towards-robust-open-domain-information-seeking-agent-coll-v5</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-self-evolving-human-centered-framework-for-explainable-depression-sym</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-self-evolving-human-centered-framework-for-explainable-depression-sym-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-self-evolving-human-centered-framework-for-explainable-depression-sym-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-self-evolving-human-centered-framework-for-explainable-depression-sym-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-show-me-how-you-reason-and-ill-tell-you-who-you-are-reasoning-graphs</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-show-me-how-you-reason-and-ill-tell-you-who-you-are-reasoning-graphs-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-structureclaw-traceable-llm-agents-and-an-executable-benchmark-for-st</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-structureclaw-traceable-llm-agents-and-an-executable-benchmark-for-st-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-structureclaw-traceable-llm-agents-and-an-executable-benchmark-for-st-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-structureclaw-traceable-llm-agents-and-an-executable-benchmark-for-st-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-symbal-detecting-systematic-misalignments-in-model-generated-captions</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-symbal-detecting-systematic-misalignments-in-model-generated-captions-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-tellme-why-aint-nothing-but-a-jam-exploratory-causal-analysis-of-urba</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-tellme-why-aint-nothing-but-a-jam-exploratory-causal-analysis-of-urba-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-tellme-why-aint-nothing-but-a-jam-exploratory-causal-analysis-of-urba-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-the-industrialization-of-research-on-ai-driven-science-and-its-conseq</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-the-industrialization-of-research-on-ai-driven-science-and-its-conseq-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-the-industrialization-of-research-on-ai-driven-science-and-its-conseq-v3</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-the-industrialization-of-research-on-ai-driven-science-and-its-conseq-v4</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-towards-hierarchical-structure-understanding-of-newspaper-images</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-when-ai-blurs-the-boundaries-of-contribution-an-empirical-study-of-au</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-16-when-ai-blurs-the-boundaries-of-contribution-an-empirical-study-of-au-v2</loc><lastmod>2026-07-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-a-self-evolving-agent-for-longitudinal-personal-health-management</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-a-self-evolving-agent-for-longitudinal-personal-health-management-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-agentcompass-a-unified-evaluation-infrastructure-for-agent-capabiliti</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-agentcompass-a-unified-evaluation-infrastructure-for-agent-capabiliti-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-ai-accelerated-end-to-end-framework-for-rapid-professional-upskilling</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-ai-accelerated-end-to-end-framework-for-rapid-professional-upskilling-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-ai-accelerated-end-to-end-framework-for-rapid-professional-upskilling-v3</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-ai-augmented-human-resource-management-insights-from-german-companies</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-aimo-interpretability-challenge</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-aimo-interpretability-challenge-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-automatic-ordinary-differential-equations-discovery-for-biological-sy</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-automatic-ordinary-differential-equations-discovery-for-biological-sy-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-cava-canonical-action-verification-and-attestation-for-runtime-govern</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-cava-canonical-action-verification-and-attestation-for-runtime-govern-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-deep-interaction-an-efficient-human-ai-interaction-method-for-large-r</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-do-agent-optimizers-compound-a-continual-learning-evaluation-on-termi</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-do-agent-optimizers-compound-a-continual-learning-evaluation-on-termi-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-early-adoption-of-agentic-coding-tools-by-github-projects</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-early-adoption-of-agentic-coding-tools-by-github-projects-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-early-adoption-of-agentic-coding-tools-by-github-projects-v3</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-earthquaker-ai-a-retrieval-augmented-generation-framework-with-rubric</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-earthquaker-ai-a-retrieval-augmented-generation-framework-with-rubric-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-experience-memory-graph-one-shot-error-correction-for-agents</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-experience-memory-graph-one-shot-error-correction-for-agents-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-explaining-reinforcement-learning-agents-via-inductive-logic-programm</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-generative-compilation-on-the-fly-compiler-feedback-as-ai-generates-c</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-generative-compilation-on-the-fly-compiler-feedback-as-ai-generates-c-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-groc-po-grounded-context-preference-optimization-for-truthful-multimo</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-how-agents-ask-for-permission-user-permissions-for-ai-agents-from-int</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-how-agents-ask-for-permission-user-permissions-for-ai-agents-from-int-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-improving-wind-and-solar-power-prediction-with-efficient-wrapper-base</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-memory-as-a-controlled-process-learned-adaptive-memory-management-for</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-memory-as-a-controlled-process-learned-adaptive-memory-management-for-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-multi-expert-routing-for-multi-domain-low-resource-ocr-a-manchu-case</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-partially-correlated-verifier-cascades-in-llm-harnesses-concave-log-o</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-rethinking-penetration-testing-for-ai-enabled-systems-from-resource-c</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-rethinking-penetration-testing-for-ai-enabled-systems-from-resource-c-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-rethinking-penetration-testing-for-ai-enabled-systems-from-resource-c-v3</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-safety-sentry-context-aware-human-intervention-via-execute-ask-refuse</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-social-simulations-from-agent-based-modeling-to-digital-twins</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-social-simulations-from-agent-based-modeling-to-digital-twins-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-stocktake-measuring-the-gap-between-perception-and-action-in-llm-agen</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-the-dynamic-verifiable-multi-agent-human-agentic-loyalty-loop-dvm-hal</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-the-dynamic-verifiable-multi-agent-human-agentic-loyalty-loop-dvm-hal-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-the-dynamic-verifiable-multi-agent-human-agentic-loyalty-loop-dvm-hal-v3</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-traffic-aware-randomized-smoothing-for-llm-based-network-intrusion-de</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-transforming-rank-how-architecture-navigates-the-spectral-pathologies</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-uesf-bench-benchmarking-and-probing-for-unified-embodied-seeking-and</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-uesf-bench-benchmarking-and-probing-for-unified-embodied-seeking-and-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-unleashing-multimodal-large-language-models-for-training-free-hoi-det</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-unleashing-multimodal-large-language-models-for-training-free-hoi-det-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-uts-at-eloquent-2026-voight-kampff-structural-shifts-in-ai-writing-by</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-when-bots-join-the-team-bot-adoption-and-the-institutional-fabric-of</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-15-when-bots-join-the-team-bot-adoption-and-the-institutional-fabric-of-v2</loc><lastmod>2026-07-15</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-a-learning-rate-gated-failure-of-grpo-in-a-small-language-and-vision</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-a-learning-rate-gated-failure-of-grpo-in-a-small-language-and-vision-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-a-multi-agent-system-for-autonomous-fine-tuning-free-clinical-symptom</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-a-multi-agent-system-for-autonomous-fine-tuning-free-clinical-symptom-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-a-multi-agent-system-for-autonomous-fine-tuning-free-clinical-symptom-v3</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-agentic-service-oriented-computing-a-manifesto-for-the-next-frontier</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-agentic-service-oriented-computing-a-manifesto-for-the-next-frontier-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-atomic-units-of-x-the-compression-layer-of-intelligence</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-audio-native-speech-recognition-with-a-frozen-discrete-diffusion-lang</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-bulkhead-automated-semantic-detection-and-remediation-of-container-es</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-bulkhead-automated-semantic-detection-and-remediation-of-container-es-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-can-induced-emotion-bias-llm-behaviors-in-sequential-decision-making</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-can-induced-emotion-bias-llm-behaviors-in-sequential-decision-making-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-do-ai-agents-know-when-a-task-is-simple-toward-complexity-aware-reaso</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-do-ai-agents-know-when-a-task-is-simple-toward-complexity-aware-reaso-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-dynamic-resource-allocation-for-ensemble-determinization-mcts</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-evidence-grounded-ai-for-musculoskeletal-care</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-evidence-grounded-verified-agentic-reasoning-a-path-toward-eliminatin</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-evidence-grounded-verified-agentic-reasoning-a-path-toward-eliminatin-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-form-not-content-a-preregistered-placebo-controlled-evaluation-of-lea</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-form-not-content-a-preregistered-placebo-controlled-evaluation-of-lea-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-formalanalyticgeo-a-neural-symbolic-based-framework-for-multimodal-an</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-from-critic-to-confidence-ppo-for-language-based-quantitative-predict</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-human-ai-agent-interaction-as-a-neuroplastic-training-environment</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-human-ai-agent-interaction-as-a-neuroplastic-training-environment-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-internet-of-agentic-things-networked-ai-agents-for-closed-loop-iot-or</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-internet-of-agentic-things-networked-ai-agents-for-closed-loop-iot-or-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-knowledge-and-gradient-guided-reinforcement-learning-for-parametrize</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-knowledge-and-gradient-guided-reinforcement-learning-for-parametrize-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-knowledge-and-gradient-guided-reinforcement-learning-for-parametrize-v3</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-less-experts-faster-decoding-cost-aware-speculative-decoding-for-mixt</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-line-anchored-feedback-cuts-token-costs-and-improves-correctness-in-a</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-llms-can-see-the-smoke-but-not-the-fire-evaluating-abductive-reasonin</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-llms-can-see-the-smoke-but-not-the-fire-evaluating-abductive-reasonin-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-memops-benchmarking-lifecycle-memory-operations-in-long-horizon-conve</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-memops-benchmarking-lifecycle-memory-operations-in-long-horizon-conve-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-multi-perspective-agentic-program-repair-via-code-property-graphs-and</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-multi-perspective-agentic-program-repair-via-code-property-graphs-and-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-ood-rl-bench-a-benchmark-framework-for-out-of-distribution-detection</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-palmclaw-a-native-on-device-agent-framework-for-mobile-phones</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-palmclaw-a-native-on-device-agent-framework-for-mobile-phones-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-practical-judgment-virtue-and-intuition-in-the-use-of-opaque-ai-enabl</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-reproducible-reservoir-computing-with-thermally-driven-superparamagne</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-resist-and-update-counterfactual-report-coordinates-for-incentive-com</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-silent-alarm-a-j-space-protocol-for-comparing-danger-recognition-acro</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-solution-of-the-hempels-statistical-ambiguity-problem-and-causal-ai</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-solution-of-the-hempels-statistical-ambiguity-problem-and-causal-ai-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-terrazero-procedural-driving-simulation-for-zero-demonstration-self-p</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-terrazero-procedural-driving-simulation-for-zero-demonstration-self-p-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-tracing-agentic-failure-from-the-flow-of-success</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-tracing-agentic-failure-from-the-flow-of-success-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-unveiling-complex-collective-behaviors-from-simple-rewards</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-unveiling-complex-collective-behaviors-from-simple-rewards-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-unveiling-complex-collective-behaviors-from-simple-rewards-v3</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-ur-vc-unsupervised-robotic-value-correction-for-time-derived-progress</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-vertical-standardisation-for-high-risk-ai-systems-under-the-eu-ai-act</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-who-grades-the-grader-co-evolving-evaluation-metrics-and-skills-for-s</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-who-grades-the-grader-co-evolving-evaluation-metrics-and-skills-for-s-v2</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-14-win-by-silence-deletion-non-monotonicity-autonomous-exploitation-and</loc><lastmod>2026-07-14</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-a-glimpse-into-long-term-physical-coexistence-with-intelligent-robots</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-a-minimalist-retargeting-guided-reinforcement-learning-recipe-for-dex</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-a-multimodal-dataset-for-large-language-model-applications-in-the-ene</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-a-multimodal-dataset-for-large-language-model-applications-in-the-ene-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-active-offline-to-online-reinforcement-learning</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-agent-hacks-agent-autoresearch-for-production-agent-red-teaming</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-agent-hacks-agent-autoresearch-for-production-agent-red-teaming-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-agentic-routing-the-harness-native-data-flywheel</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-agentic-routing-the-harness-native-data-flywheel-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-agentic-skill-optimization-over-lie-algebroids</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-an-explainable-agentic-system-for-detection-of-conversational-scams-w</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-an-explainable-agentic-system-for-detection-of-conversational-scams-w-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-auditing-the-risk-claims-of-distributional-reinforcement-learning</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-auditing-the-risk-claims-of-distributional-reinforcement-learning-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-automatbench-an-automatic-optimization-toolkit-for-the-acceleration-o</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-backgroundmellow-a-multi-modal-cohesive-framework-for-narrative-drive</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-evaluating-re-practices-for-explainability-synthesizing-insights-from</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-evaluating-re-practices-for-explainability-synthesizing-insights-from-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-evidence-backed-video-question-answering</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-extending-llm-context-via-associative-recurrent-memory</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-from-world-action-models-to-embodied-brains-a-roadmap-for-open-world</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-from-world-action-models-to-embodied-brains-a-roadmap-for-open-world-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-hcrmap-pressure-aware-hot-expert-residency-mapping-for-35d-moe-chiple</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-heuristic-learning-for-active-flow-control-using-coding-agents</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-inside-the-unfair-judge-a-mechanistic-interpretability-account-of-llm</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-inside-the-unfair-judge-a-mechanistic-interpretability-account-of-llm-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-introducing-human-centeredness-in-ai-assisted-lexicography</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-introducing-human-centeredness-in-ai-assisted-lexicography-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-invariant-learning-dynamics-of-transformers-in-inductive-reasoning-ta</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-learning-residual-kinematic-corrections-for-continuous-neural-decodin</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-learning-residual-kinematic-corrections-for-continuous-neural-decodin-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-lightmem-ego-your-ai-memory-for-everyday-life</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-lora-based-cascaded-multimodal-fusion-for-action-recognition-in-medic</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-magic-transition-aware-generation-of-navigable-multi-scene-game-world</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-magic-transition-aware-generation-of-navigable-multi-scene-game-world-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-metacognition-in-llms-foundations-progress-and-opportunities</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-metacognition-in-llms-foundations-progress-and-opportunities-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-mm-toolsandbox-a-unified-framework-for-evaluating-visual-tool-calling</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-mm-toolsandbox-a-unified-framework-for-evaluating-visual-tool-calling-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-mm-toolsandbox-a-unified-framework-for-evaluating-visual-tool-calling-v3</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-omni-decision-a-progressive-evidence-state-agent-system-for-omni-moda</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-omni-decision-a-progressive-evidence-state-agent-system-for-omni-moda-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-playful-ai-in-professional-email-a-field-experiment-on-tone-and-recip</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-playful-ai-in-professional-email-a-field-experiment-on-tone-and-recip-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-playful-ai-in-professional-email-a-field-experiment-on-tone-and-recip-v3</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-proxy-exploration-and-reusable-guidance-a-modular-llm-post-training-p</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-reproducing-human-biases-in-route-choice-using-large-language-models</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-reproducing-human-biases-in-route-choice-using-large-language-models-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-storyteller-training-free-narrative-grounding-for-long-form-audio-des</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-structagent-harness-long-horizon-digital-agents-with-unified-causal-s</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-technical-report-on-the-cvpr-2026advml-workshop-challenge</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-technical-report-on-the-cvpr-2026advml-workshop-challenge-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-vinci2-providing-proactive-assistance-in-continuous-egocentric-videos</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-vinci2-providing-proactive-assistance-in-continuous-egocentric-videos-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-voxenes-2026-benchmarking-generalization-of-speech-spoofing-detectors</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-13-voxenes-2026-benchmarking-generalization-of-speech-spoofing-detectors-v2</loc><lastmod>2026-07-13</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-a-practical-investigation-of-training-free-relaxed-speculative-decodi</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-a-practical-investigation-of-training-free-relaxed-speculative-decodi-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-adorn-adaptive-drift-handling-for-open-ran-using-reinforcement-learni</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-adorn-adaptive-drift-handling-for-open-ran-using-reinforcement-learni-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-adorn-adaptive-drift-handling-for-open-ran-using-reinforcement-learni-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-adorn-adaptive-drift-handling-for-open-ran-using-reinforcement-learni-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ai-guided-stimuli-discovery-and-generation-to-optimize-facial-emotion</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-artmine-discovering-and-formalizing-artistic-processes</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-artmine-discovering-and-formalizing-artistic-processes-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-blind-spots-bench-evaluating-blind-spots-in-multimodal-models</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-blind-spots-bench-evaluating-blind-spots-in-multimodal-models-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-cognitive-structured-multimodal-agent-for-multimodal-understanding-ge</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-cognitive-structured-multimodal-agent-for-multimodal-understanding-ge-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-cognitive-structured-multimodal-agent-for-multimodal-understanding-ge-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-cognitive-structured-multimodal-agent-for-multimodal-understanding-ge-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-communiwavea-machine-learning-model-for-quantifying-the-degree-of-tem</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-communiwavea-machine-learning-model-for-quantifying-the-degree-of-tem-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-dimensionality-reduction-meets-network-science-sensemaking-on-umaps-k</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-dimensionality-reduction-meets-network-science-sensemaking-on-umaps-k-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-docmaster-a-hierarchical-structure-aware-system-for-document-analysis</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-docmaster-a-hierarchical-structure-aware-system-for-document-analysis-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-druggen-2-a-disease-aware-language-model-for-enhancing-drug-discovery</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-druggen-2-a-disease-aware-language-model-for-enhancing-drug-discovery-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-formal-mechanisms-for-market-stability-in-self-interested-agent-socie</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-formal-mechanisms-for-market-stability-in-self-interested-agent-socie-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-formal-mechanisms-for-market-stability-in-self-interested-agent-socie-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-formal-mechanisms-for-market-stability-in-self-interested-agent-socie-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-from-legacy-documentation-to-oscal-an-mcp-based-agent-pipeline-for-th</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-from-legacy-documentation-to-oscal-an-mcp-based-agent-pipeline-for-th-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-game-theory-driven-multi-agent-framework-mitigates-language-model-hal</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-game-theory-driven-multi-agent-framework-mitigates-language-model-hal-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-game-theory-driven-multi-agent-framework-mitigates-language-model-hal-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-gitlake-git-for-data-for-the-agentic-lakehouse</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-gitlake-git-for-data-for-the-agentic-lakehouse-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ideas-have-genomes-benchmarking-scientific-lineage-reasoning-and-line</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ideas-have-genomes-benchmarking-scientific-lineage-reasoning-and-line-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ideas-have-genomes-benchmarking-scientific-lineage-reasoning-and-line-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ideas-have-genomes-benchmarking-scientific-lineage-reasoning-and-line-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-multi-modal-multi-environment-machine-teaching-for-robust-reward-lear</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-multi-modal-multi-environment-machine-teaching-for-robust-reward-lear-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-multi-modal-multi-environment-machine-teaching-for-robust-reward-lear-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-multi-modal-multi-environment-machine-teaching-for-robust-reward-lear-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-omnifood-bench-evaluating-vlms-for-nutrient-reasoning-and-personalize</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-omnifood-bench-evaluating-vlms-for-nutrient-reasoning-and-personalize-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-omnifood-bench-evaluating-vlms-for-nutrient-reasoning-and-personalize-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-opencof-learning-to-reason-through-video-generation</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-pose-to-biomechanics-bridging-3d-human-pose-estimation-and-biomechani</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-pose-to-biomechanics-bridging-3d-human-pose-estimation-and-biomechani-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-projagent-procedural-similarity-retrieval-for-repository-level-code-g</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-projagent-procedural-similarity-retrieval-for-repository-level-code-g-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-projagent-procedural-similarity-retrieval-for-repository-level-code-g-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-projagent-procedural-similarity-retrieval-for-repository-level-code-g-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-projagent-procedural-similarity-retrieval-for-repository-level-code-g-v5</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-psychological-competence-as-a-missing-dimension-in-ai-evaluation</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-psychological-competence-as-a-missing-dimension-in-ai-evaluation-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-remember-when-it-matters-proactive-memory-agent-for-long-horizon-agen</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-remember-when-it-matters-proactive-memory-agent-for-long-horizon-agen-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-remember-when-it-matters-proactive-memory-agent-for-long-horizon-agen-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-remember-when-it-matters-proactive-memory-agent-for-long-horizon-agen-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-remember-when-it-matters-proactive-memory-agent-for-long-horizon-agen-v5</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-self-adaptive-anomaly-detection-with-reinforcement-learning-and-human</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-self-adaptive-anomaly-detection-with-reinforcement-learning-and-human-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-slorr-simple-and-efficient-in-training-low-rank-regularization</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-slorr-simple-and-efficient-in-training-low-rank-regularization-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-slorr-simple-and-efficient-in-training-low-rank-regularization-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-slorr-simple-and-efficient-in-training-low-rank-regularization-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-smetric-rethink-llm-scheduling-for-serving-agents-with-balanced-sessi</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-smetric-rethink-llm-scheduling-for-serving-agents-with-balanced-sessi-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-smetric-rethink-llm-scheduling-for-serving-agents-with-balanced-sessi-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-smetric-rethink-llm-scheduling-for-serving-agents-with-balanced-sessi-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-solarchain-eval-a-physics-constrained-benchmark-for-trustworthy-econo</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-solarchain-eval-a-physics-constrained-benchmark-for-trustworthy-econo-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-solarchain-eval-a-physics-constrained-benchmark-for-trustworthy-econo-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-solarchain-eval-a-physics-constrained-benchmark-for-trustworthy-econo-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-swapping-faces-saving-features-a-dual-purpose-pipeline-for-pedestrian</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-swapping-faces-saving-features-a-dual-purpose-pipeline-for-pedestrian-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-complexities-of-patient-centred-conversational-artificial-intelli</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-complexities-of-patient-centred-conversational-artificial-intelli-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-context-access-divide-interaction-level-architecture-as-a-complem</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-context-access-divide-interaction-level-architecture-as-a-complem-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-context-access-divide-interaction-level-architecture-as-a-complem-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-context-access-divide-interaction-level-architecture-as-a-complem-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-illusion-of-equivalency-statistical-characterization-of-quantizat</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-illusion-of-equivalency-statistical-characterization-of-quantizat-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-illusion-of-equivalency-statistical-characterization-of-quantizat-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-the-illusion-of-equivalency-statistical-characterization-of-quantizat-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-towards-precision-therapy-in-hepatocellular-carcinoma-a-clinical-reas</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-towards-precision-therapy-in-hepatocellular-carcinoma-a-clinical-reas-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-trace-a-two-channel-robust-attribution-watermark-via-complementary-em</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-trace-a-two-channel-robust-attribution-watermark-via-complementary-em-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-two-axes-of-llm-abstention-answer-correctness-and-question-answerabil</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-two-axes-of-llm-abstention-answer-correctness-and-question-answerabil-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-ultrax-refining-pre-training-data-at-scale-with-adaptive-programmatic</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-using-ai-based-learning-assistants-in-higher-education-a-large-scale</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-using-ai-based-learning-assistants-in-higher-education-a-large-scale-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-using-ai-based-learning-assistants-in-higher-education-a-large-scale-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-using-ai-based-learning-assistants-in-higher-education-a-large-scale-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-validity-of-llms-as-data-annotators-amalia-on-authority</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-validity-of-llms-as-data-annotators-amalia-on-authority-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-vocadet-sample-driven-open-vocabulary-object-detection-and-segmentati</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-wcog-vla-a-dual-level-world-cognitive-vision-language-action-model-fo</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-wcog-vla-a-dual-level-world-cognitive-vision-language-action-model-fo-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-webswarm-recursive-multi-agent-orchestration-for-deep-and-wide-web-se</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-webswarm-recursive-multi-agent-orchestration-for-deep-and-wide-web-se-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-webswarm-recursive-multi-agent-orchestration-for-deep-and-wide-web-se-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-webswarm-recursive-multi-agent-orchestration-for-deep-and-wide-web-se-v4</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-webswarm-recursive-multi-agent-orchestration-for-deep-and-wide-web-se-v5</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-when-synthetic-speech-is-all-you-have-better-call-grpo</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-when-synthetic-speech-is-all-you-have-better-call-grpo-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-when-the-judge-changes-so-does-the-measurement-auditing-llm-as-judge</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-when-the-judge-changes-so-does-the-measurement-auditing-llm-as-judge-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-workflow-as-knowledge-semantic-persistence-for-llm-mediated-workflows</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-workflow-as-knowledge-semantic-persistence-for-llm-mediated-workflows-v2</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-09-workflow-as-knowledge-semantic-persistence-for-llm-mediated-workflows-v3</loc><lastmod>2026-07-09</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-agentic-data-environments</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-agentic-data-environments-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-agon-competitive-cross-model-rl-with-implicit-rival-grading-of-reason</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-agon-competitive-cross-model-rl-with-implicit-rival-grading-of-reason-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-beyond-attack-success-rate-action-graded-severity-scale-for-tool-usin</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-beyond-attack-success-rate-action-graded-severity-scale-for-tool-usin-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-breaking-database-lock-in-agentic-regeneration-of-high-performance-st</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-breaking-database-lock-in-agentic-regeneration-of-high-performance-st-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-carla-gs-decoupling-representation-reasoning-and-physics-simulation-f</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-carla-gs-decoupling-representation-reasoning-and-physics-simulation-f-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-co-lmlm-continuous-query-limited-memory-language-models</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-creativity-from-friction-human-ai-interaction-for-exploratory-structu</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-creativity-from-friction-human-ai-interaction-for-exploratory-structu-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-diallm-an-investigation-into-the-robustness-generation-gap-in-english</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-do-llm-generated-skills-make-better-ai-data-scientists-a-component-ab</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-do-llm-generated-skills-make-better-ai-data-scientists-a-component-ab-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-do-llm-generated-skills-make-better-ai-data-scientists-a-component-ab-v3</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-from-atomic-actions-to-standard-operating-procedures-iterative-tool-o</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-from-atomic-actions-to-standard-operating-procedures-iterative-tool-o-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-future-confidence-distillation-in-large-language-models</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-future-confidence-distillation-in-large-language-models-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-institutional-red-teaming-deployment-rules-not-just-models-causally-s</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-institutional-red-teaming-deployment-rules-not-just-models-causally-s-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-mira-math-a-benchmark-for-minimal-information-requesting-and-mathemat</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-multi-agent-ai-control-distributed-attacks-hamper-per-instance-monito</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-multi-agent-ai-control-distributed-attacks-hamper-per-instance-monito-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-orcaid-oblique-rule-based-continuous-action-interpretation-for-deep-r</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-orcaid-oblique-rule-based-continuous-action-interpretation-for-deep-r-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-physics-audited-agentic-discovery-in-scientific-machine-learning</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-physics-audited-agentic-discovery-in-scientific-machine-learning-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-poo-lpsp-parallel-osprey-optimized-least-penalty-squared-prioritizati</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-qcnn-with-rough-path-signature-kernels</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-reason-less-verify-more-deterministic-gates-recover-a-silent-policy-v</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-reason-less-verify-more-deterministic-gates-recover-a-silent-policy-v-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-reasoning-consistency-scanning-a-framework-for-auditing-chain-of-thou</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-recursive-self-improvement-in-ai-from-bounded-self-refinement-to-auto</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-reward-adaptive-iterative-discovery-a-case-study-on-automated-game-te</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-reward-adaptive-iterative-discovery-a-case-study-on-automated-game-te-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-rlvp-penalize-the-path-reward-the-outcome</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-rlvp-penalize-the-path-reward-the-outcome-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-selective-timestep-weighting-and-advantage-based-replay-for-sample-ef</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-single-rollout-asynchronous-optimization-for-agentic-reinforcement-le</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-single-rollout-asynchronous-optimization-for-agentic-reinforcement-le-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-single-rollout-asynchronous-optimization-for-agentic-reinforcement-le-v3</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-skillcenter-a-large-scale-source-grounded-skill-library-for-autonomou</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-skillcenter-a-large-scale-source-grounded-skill-library-for-autonomou-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-spacellagent-a-self-evolving-llm-based-multi-agent-framework-for-traj</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-stability-of-flow-models-for-graph-signals</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-synthave-scalable-synthetic-labeling-for-e-commerce-with-llm-arena-va</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-the-blind-curator-how-a-biased-judge-silently-disables-skill-retireme</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-the-blind-curator-how-a-biased-judge-silently-disables-skill-retireme-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-towards-agentic-ai-governance-a-preliminary-assessment</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-towards-agentic-ai-governance-a-preliminary-assessment-v2</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-vision-foundation-models-in-radiology-a-scoping-review-of-data-method</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-08-when-prompts-ignore-structure-graph-based-attribute-reasoning-for-cal</loc><lastmod>2026-07-08</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-a-definition-and-roadmap-for-world-models</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-a-physics-informed-neural-network-framework-for-elastodynamic-wave-pr</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-a-toy-framework-for-single-and-multi-agent-human-ai-curiosity-ecosyst</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-a-toy-framework-for-single-and-multi-agent-human-ai-curiosity-ecosyst-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-an-experimental-design-approach-to-evaluating-agentic-ais-autonomous</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-analysis-by-proxy-localization-signals-in-vlms-operating-as-condition</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-bridging-physical-reasoning-and-task-generalization-via-visual-action</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-bridging-physical-reasoning-and-task-generalization-via-visual-action-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-bridging-physical-reasoning-and-task-generalization-via-visual-action-v3</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-danus-orchestrating-mathematical-reasoning-agents-with-fact-graph-mem</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-danus-orchestrating-mathematical-reasoning-agents-with-fact-graph-mem-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-data-analysis-in-the-wild-benchmarking-large-language-models-against</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-data-analysis-in-the-wild-benchmarking-large-language-models-against-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-demonstrating-toffee-a-learned-system-for-synthesizing-data-agent-tra</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-demonstrating-toffee-a-learned-system-for-synthesizing-data-agent-tra-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-depthweave-kv-token-adaptive-cross-layer-residual-factorization-for-l</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-doomed-from-the-start-early-abort-of-llm-agent-episodes-via-a-recall</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-doomed-from-the-start-early-abort-of-llm-agent-episodes-via-a-recall-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-dt-guard-intent-driven-reasoning-active-training-for-reasoning-free-l</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-ecovision-ai-powered-drone-imaging-for-salt-marsh-vegetation-monitori</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-estimating-uncertainty-from-reasoning-a-large-scale-study-of-multi-a</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-finding-h-pylori-in-the-fine-print-evidence-linked-multi-agent-case-f</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-finding-h-pylori-in-the-fine-print-evidence-linked-multi-agent-case-f-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-finding-h-pylori-in-the-fine-print-evidence-linked-multi-agent-case-f-v3</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-freqdepthkv-frequency-guided-depth-sharing-for-robust-kv-cache-compre</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-from-application-layer-simulation-to-native-meta-architecture-structu</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-from-application-layer-simulation-to-native-meta-architecture-structu-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-from-voting-to-agent-collaboration-answer-type-aware-llm-pipelines-fo</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-from-voting-to-agent-collaboration-answer-type-aware-llm-pipelines-fo-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-from-voting-to-agent-collaboration-answer-type-aware-llm-pipelines-fo-v3</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-harnessing-code-agents-for-automatic-software-verification</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-harnessing-code-agents-for-automatic-software-verification-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-improving-llm-generated-process-model-quality-through-reinforcement-l</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-industry-classification-of-github-repositories-using-the-north-americ</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-information-gain-based-rollout-policy-optimization-an-adaptive-tree-s</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-information-gain-based-rollout-policy-optimization-an-adaptive-tree-s-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-llm-agents-for-deliberative-collaboration-a-study-on-joint-decision-m</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-longcrafter-towards-diverse-long-context-understanding-via-evidence-g</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-multi-agent-deep-reinforcement-learning-for-multi-objective-battery-m</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-multi-agent-deep-reinforcement-learning-for-multi-objective-battery-m-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-multi-agent-deep-reinforcement-learning-for-multi-objective-battery-m-v3</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-rethinking-indic-ai-from-a-lens-of-cultural-heritage-preservation</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-rmisc-a-large-scale-real-world-multivariate-corpus-for-time-series-fo</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-rsf-gllm-bridging-the-semantic-gap-in-multi-hop-knowledge-graph-qa-vi</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-rubench-a-repository-level-agentic-coding-benchmark-with-natively-aut</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-rubench-a-repository-level-agentic-coding-benchmark-with-natively-aut-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-spider-20-aifunc-extending-real-world-text-to-sql-to-ai-native-sql-wo</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-spider-20-aifunc-extending-real-world-text-to-sql-to-ai-native-sql-wo-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-task-decomposition-guided-reranking-for-adaptive-agent-skill-retrieva</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-task-decomposition-guided-reranking-for-adaptive-agent-skill-retrieva-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-the-large-cancer-assistant-lca-a-model-agnostic-orchestration-framewo</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-topobrick-agentic-topology-sampling-of-exogenous-variables-for-zero-s</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-topobrick-agentic-topology-sampling-of-exogenous-variables-for-zero-s-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-ui2app-benchmarking-visual-interaction-inference-in-executable-web-ap</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-vendorbench-100-a-unified-cross-paradigm-benchmark-for-deepfake-image</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-vendorbench-100-a-unified-cross-paradigm-benchmark-for-deepfake-image-v2</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-when-do-prophets-profit-in-prediction-markets</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-07-x-femr-a-token-level-explainable-approach-for-electronic-health-recor</loc><lastmod>2026-07-07</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-adaptive-inference-batching-using-policy-gradients</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-adaptive-inference-batching-using-policy-gradients-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-agent-data-injection-attacks-are-realistic-threats-to-ai-agents</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-agent-data-injection-attacks-are-realistic-threats-to-ai-agents-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-agentgym2-benchmarking-large-language-model-agents-in-de-idealized-re</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-agentgym2-benchmarking-large-language-model-agents-in-de-idealized-re-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-aifs-subs-extending-data-driven-forecasting-to-sub-seasonal-timescale</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-classiclogic-a-knowledge-driven-benchmark-of-classic-puzzle-games-for</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-classiclogic-a-knowledge-driven-benchmark-of-classic-puzzle-games-for-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-cortex-a-bidirectionally-aligned-embodied-agent-framework-for-long-ho</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-cortex-a-bidirectionally-aligned-embodied-agent-framework-for-long-ho-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-dspark-confidence-scheduled-speculative-decoding-with-semi-autoregres</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-evaluating-and-understanding-model-editing-for-medical-vision-languag</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-evoagentbench-benchmarking-agent-self-evolution-via-ability-transfer</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-evoagentbench-benchmarking-agent-self-evolution-via-ability-transfer-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-from-fixed-to-free-cameras-calibration-free-view-robust-vision-langua</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-gap-a-graph-as-policy-multi-agent-self-learning-harness-for-variation</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-gap-a-graph-as-policy-multi-agent-self-learning-harness-for-variation-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-graph-sparse-sampling-breaking-the-curse-of-the-horizon-in-continuous</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-interpretable-human-label-free-deep-learning-for-real-bogus-classific</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-llm-as-a-verifier-a-general-purpose-verification-framework</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-llm-as-a-verifier-a-general-purpose-verification-framework-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-llm-as-a-verifier-a-general-purpose-verification-framework-v3</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-llm-based-test-oracles-source-of-authority-taxonomy-a-systematic-l</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-localized-lora-moe-block-wise-low-rank-experts-with-adaptive-routing</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-metaskill-evolve-recursive-self-improvement-of-llm-agents-via-two-tim</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-metaskill-evolve-recursive-self-improvement-of-llm-agents-via-two-tim-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-multiplayer-interactive-world-models-with-representation-autoencoders</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-multiplayer-interactive-world-models-with-representation-autoencoders-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-open-problems-in-ai-incident-governance</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-optiagent-end-to-end-optimization-modeling-via-multi-agent-iterative</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-optiagent-end-to-end-optimization-modeling-via-multi-agent-iterative-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-pdeflow-autonomous-agentic-pde-pipelines-for-neural-operator-learning</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-pdeflow-autonomous-agentic-pde-pipelines-for-neural-operator-learning-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-reddit-correcting-model-generated-timestamp-drift-in-asr-without-forg</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-relational-multi-agent-reinforcement-learning-for-dynamic-pricing-in</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-relational-multi-agent-reinforcement-learning-for-dynamic-pricing-in-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-search-beyond-what-can-be-taught-evolving-the-knowledge-boundary-in-a</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-search-beyond-what-can-be-taught-evolving-the-knowledge-boundary-in-a-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-search-beyond-what-can-be-taught-evolving-the-knowledge-boundary-in-a-v3</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-selective-disclosure-watermarking-for-large-language-models</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-sovereignpa-bench-evaluating-user-owned-personal-agents-under-evolvin</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-sovereignpa-bench-evaluating-user-owned-personal-agents-under-evolvin-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-sovereignpa-bench-evaluating-user-owned-personal-agents-under-evolvin-v3</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-spearbench-a-benchmark-for-naturalness-evaluation-in-streaming-speech</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-tacreasoner-a-dynamic-tactile-language-framework-for-interactive-reas</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-the-changing-role-of-symbolic-methods-in-artificial-intelligence</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-three-phase-evaluation-of-ai-assisted-software-development-life-cycle</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-toward-trustworthy-large-language-model-agents-in-healthcare</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-toward-trustworthy-large-language-model-agents-in-healthcare-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-trek-distill-to-explore-reinforce-to-refine</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-trek-distill-to-explore-reinforce-to-refine-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-trek-distill-to-explore-reinforce-to-refine-v3</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-unified-audio-intelligence-without-regressing-on-text-intelligence</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-unified-audio-intelligence-without-regressing-on-text-intelligence-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-weak-to-strong-generalization-via-direct-on-policy-distillation</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-when-claws-remember-but-do-not-tell-stealthy-memory-injection-in-pers</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-when-claws-remember-but-do-not-tell-stealthy-memory-injection-in-pers-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-your-agents-memories-are-not-its-own-forged-reasoning-attacks-on-llm</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-06-your-agents-memories-are-not-its-own-forged-reasoning-attacks-on-llm-v2</loc><lastmod>2026-07-06</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-a2utolpbench-an-auto-generated-agent-friendly-lp-benchmark-via-invers</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-agenticsts-a-bounded-memory-testbed-for-long-horizon-llm-agents</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-agenticsts-a-bounded-memory-testbed-for-long-horizon-llm-agents-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-agenticsts-a-bounded-memory-testbed-for-long-horizon-llm-agents-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-agenticsts-a-bounded-memory-testbed-for-long-horizon-llm-agents-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-automated-grading-of-linuxbash-examinations-using-large-language-mode</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-automated-grading-of-linuxbash-examinations-using-large-language-mode-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-automated-grading-of-linuxbash-examinations-using-large-language-mode-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-automated-grading-of-linuxbash-examinations-using-large-language-mode-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-beyond-adam-soap-and-muon-for-faster-label-efficient-training-of-mach</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-beyond-adam-soap-and-muon-for-faster-label-efficient-training-of-mach-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-copewell-a-multi-agent-swarm-architecture-for-equitable-mental-wellne</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-copewell-a-multi-agent-swarm-architecture-for-equitable-mental-wellne-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-criticality-based-guard-rail-validation-for-ai-agent-decisions-in-aut</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-criticality-based-guard-rail-validation-for-ai-agent-decisions-in-aut-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-demopsd-disagreement-modulated-policy-self-distillation</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-demopsd-disagreement-modulated-policy-self-distillation-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-demopsd-disagreement-modulated-policy-self-distillation-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-demopsd-disagreement-modulated-policy-self-distillation-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-distributed-attacks-in-persistent-state-ai-control</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-distributed-attacks-in-persistent-state-ai-control-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-distributed-attacks-in-persistent-state-ai-control-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-distributed-attacks-in-persistent-state-ai-control-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-distributed-attacks-in-persistent-state-ai-control-v5</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-driftlens-measuring-memory-induced-reasoning-drift-in-personalized-la</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-driftlens-measuring-memory-induced-reasoning-drift-in-personalized-la-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-efficient-waste-sorting-for-circular-economy-a-confidence-guided-comp</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-efficient-waste-sorting-for-circular-economy-a-confidence-guided-comp-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-evopolicygym-evaluating-autonomous-policy-evolution-in-interactive-en</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-evopolicygym-evaluating-autonomous-policy-evolution-in-interactive-en-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-evopolicygym-evaluating-autonomous-policy-evolution-in-interactive-en-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-evopolicygym-evaluating-autonomous-policy-evolution-in-interactive-en-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-fast-multi-dimensional-refusal-subspaces-via-rfm-agop</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-fast-multi-dimensional-refusal-subspaces-via-rfm-agop-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-grounded-autonomous-research-a-fault-tolerant-llm-pipeline-from-corpu</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-grounded-autonomous-research-a-fault-tolerant-llm-pipeline-from-corpu-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-grounded-autonomous-research-a-fault-tolerant-llm-pipeline-from-corpu-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-grounded-autonomous-research-a-fault-tolerant-llm-pipeline-from-corpu-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-hardware-enforced-semantic-coordination-for-safety-critical-real-time</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-hardware-enforced-semantic-coordination-for-safety-critical-real-time-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-hardware-enforced-semantic-coordination-for-safety-critical-real-time-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-hardware-enforced-semantic-coordination-for-safety-critical-real-time-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-human-capital-not-model-benchmarks-predicts-hybrid-intelligence-in-fo</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-human-capital-not-model-benchmarks-predicts-hybrid-intelligence-in-fo-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-human-capital-not-model-benchmarks-predicts-hybrid-intelligence-in-fo-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-human-capital-not-model-benchmarks-predicts-hybrid-intelligence-in-fo-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-lacuna-a-testbed-for-evaluating-localization-precision-for-llm-unlear</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-lacuna-a-testbed-for-evaluating-localization-precision-for-llm-unlear-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-lacuna-a-testbed-for-evaluating-localization-precision-for-llm-unlear-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-lacuna-a-testbed-for-evaluating-localization-precision-for-llm-unlear-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-learning-to-move-before-learning-to-do-task-agnostic-pretraining-for</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-learning-to-move-before-learning-to-do-task-agnostic-pretraining-for-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-learning-to-move-before-learning-to-do-task-agnostic-pretraining-for-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-learning-to-move-before-learning-to-do-task-agnostic-pretraining-for-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-active-few-shot-learning-for-llms</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-active-few-shot-learning-for-llms-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-data-selection-for-annotation-free-llm-self-distillation</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-data-selection-for-annotation-free-llm-self-distillation-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-data-selection-for-annotation-free-llm-self-distillation-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-neuron-aware-data-selection-for-annotation-free-llm-self-distillation-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-online-safety-monitoring-for-llms</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-online-safety-monitoring-for-llms-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-overview-of-risk-assessment-and-management-for-intelligent-systems-un</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-overview-of-risk-assessment-and-management-for-intelligent-systems-un-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-program-as-weights-a-programming-paradigm-for-fuzzy-functions</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-program-as-weights-a-programming-paradigm-for-fuzzy-functions-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-qfedagent-quantum-enhanced-personalized-federated-learning-for-multi</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-qfedagent-quantum-enhanced-personalized-federated-learning-for-multi-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-qfedagent-quantum-enhanced-personalized-federated-learning-for-multi-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti-v5</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-effort-not-tool-access-buys-first-try-reliability-in-agenti-v6</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-llm-improves-speaker-recognition-in-long-form-tv-dramas</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-llm-improves-speaker-recognition-in-long-form-tv-dramas-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-llm-improves-speaker-recognition-in-long-form-tv-dramas-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-reasoning-llm-improves-speaker-recognition-in-long-form-tv-dramas-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-recontext-recursive-evidence-replay-as-llm-harness-for-long-context-r</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-recontext-recursive-evidence-replay-as-llm-harness-for-long-context-r-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-recontext-recursive-evidence-replay-as-llm-harness-for-long-context-r-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-skillfuzz-fuzzing-skill-composition-for-implicit-intents-discovery-in</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-skillfuzz-fuzzing-skill-composition-for-implicit-intents-discovery-in-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-skillfuzz-fuzzing-skill-composition-for-implicit-intents-discovery-in-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-steerability-via-constraints-a-substrate-for-scalable-oversight-of-co</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-steerability-via-constraints-a-substrate-for-scalable-oversight-of-co-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-steerability-via-constraints-a-substrate-for-scalable-oversight-of-co-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-steerability-via-constraints-a-substrate-for-scalable-oversight-of-co-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-testevo-bench-an-executable-and-live-benchmark-for-test-and-code-co-e</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-testevo-bench-an-executable-and-live-benchmark-for-test-and-code-co-e-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-testevo-bench-an-executable-and-live-benchmark-for-test-and-code-co-e-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-testevo-bench-an-executable-and-live-benchmark-for-test-and-code-co-e-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-text-driven-3d-indoor-scene-synthesis-in-non-manhattan-environments</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-text-driven-3d-indoor-scene-synthesis-in-non-manhattan-environments-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-the-dual-nature-of-llm-persona-aggregated-tendencies-and-frame-depend</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-the-dual-nature-of-llm-persona-aggregated-tendencies-and-frame-depend-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-the-eticas-ai-risk-taxonomy-open-infrastructure-for-operationalizing</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-the-eticas-ai-risk-taxonomy-open-infrastructure-for-operationalizing-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-ua-chatdev-uncertainty-aware-multi-agent-collaboration-for-reliable-s</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-ua-chatdev-uncertainty-aware-multi-agent-collaboration-for-reliable-s-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-understanding-agent-based-patching-of-compiler-missed-optimizations</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-understanding-agent-based-patching-of-compiler-missed-optimizations-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-understanding-agent-based-patching-of-compiler-missed-optimizations-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-llm-agents-say-when-no-one-is-watching-social-structure-and-late</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-llm-agents-say-when-no-one-is-watching-social-structure-and-late-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-llm-agents-say-when-no-one-is-watching-social-structure-and-late-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-llm-agents-say-when-no-one-is-watching-social-structure-and-late-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-types-of-human-ai-teams-exist</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-what-types-of-human-ai-teams-exist-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-world-wide-models-literary-tools-for-cultural-ai</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-world-wide-models-literary-tools-for-cultural-ai-v2</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-world-wide-models-literary-tools-for-cultural-ai-v3</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-world-wide-models-literary-tools-for-cultural-ai-v4</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-02-worldsample-closed-loop-real-robot-rl-with-world-modelling</loc><lastmod>2026-07-02</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-adversarial-pragmatics-for-ai-safety-evaluation-a-benchmark-for-instr</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-adversarial-pragmatics-for-ai-safety-evaluation-a-benchmark-for-instr-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-agentic-generation-of-verifiable-rules-for-deterministic-self-expandi</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-are-performance-optimization-benchmarks-reliably-measuring-coding-age</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-are-performance-optimization-benchmarks-reliably-measuring-coding-age-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-are-performance-optimization-benchmarks-reliably-measuring-coding-age-v3</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-automem-automated-learning-of-memory-as-a-cognitive-skill</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-automem-automated-learning-of-memory-as-a-cognitive-skill-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-automem-automated-learning-of-memory-as-a-cognitive-skill-v3</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-autonomous-scientific-discovery-via-iterative-meta-reflection</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-bayesian-uncertainty-propagation-for-agentic-rag-pipelines-a-proof-of</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-bayesian-uncertainty-propagation-for-agentic-rag-pipelines-a-proof-of-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-behavior-adaptive-conversational-agents-toward-a-fluid-personality-fr</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-behavior-adaptive-conversational-agents-toward-a-fluid-personality-fr-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-can-agents-generalize-to-the-open-world-unveiling-the-fragility-of-st</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-can-agents-generalize-to-the-open-world-unveiling-the-fragility-of-st-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-causalmix-data-mixture-as-causal-inference-for-language-model-trainin</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-cheap-code-costly-judgment-a-case-study-on-governable-agentic-softwar</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-cheap-code-costly-judgment-a-case-study-on-governable-agentic-softwar-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-dart-vln-test-time-memory-decay-and-anti-loop-regularization-for-disc</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-dart-vln-test-time-memory-decay-and-anti-loop-regularization-for-disc-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-detecting-the-undetectable-enhancing-unsupervised-time-series-anomaly</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-distill-to-detect-exposing-stealth-biases-in-llms-through-cartridge-d</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-distill-to-detect-exposing-stealth-biases-in-llms-through-cartridge-d-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-exploring-the-semantic-gap-in-agentic-data-systems-a-formative-study</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-exploring-the-semantic-gap-in-agentic-data-systems-a-formative-study-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-from-personas-to-plot-character-grounded-multi-agent-story-generation</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-from-personas-to-plot-character-grounded-multi-agent-story-generation-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-furniturevla-learning-long-horizon-bimanual-furniture-assembly-with-v</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-gpu-parallel-linearization-error-bounds-for-real-time-robust-optimal</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-graph-native-reinforcement-learning-enables-traceable-scientific-hypo</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-human-machine-collaboration-on-generative-meta-learning-model-and-alg</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-human-machine-collaboration-on-generative-meta-learning-model-and-alg-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-language-critique-imitation-learning-from-suboptimal-demonstrations</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-llm-guided-ode-discovery-and-parameter-inference-from-small-cohort-ag</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-llm-guided-ode-discovery-and-parameter-inference-from-small-cohort-ag-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-llvm-bench-benchmarking-and-advancing-large-language-models-for-llvm</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-measuring-the-gap-between-human-and-llm-research-ideas</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-measuring-the-gap-between-human-and-llm-research-ideas-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-memsyco-bench-benchmarking-sycophancy-in-agent-memory</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-memsyco-bench-benchmarking-sycophancy-in-agent-memory-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-optimal-resource-utilization-for-autonomous-laboratory-orchestrators</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-optimal-resource-utilization-for-autonomous-laboratory-orchestrators-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-post-training-pruning-for-diffusion-transformers</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-right-in-the-right-way-lm-training-with-verifiable-rewards-and-human</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-self-evolving-agents-with-anytime-valid-certificates</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-self-evolving-agents-with-anytime-valid-certificates-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-self-gc-self-governing-context-for-long-horizon-llm-agents</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-sensewalk-agent-based-semantic-trajectory-simulation-powered-by-large</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-skills-are-not-islands-measuring-dependency-and-risk-in-agent-skill-s</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-skills-are-not-islands-measuring-dependency-and-risk-in-agent-skill-s-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-swe-doctor-guiding-software-engineering-agents-with-runtime-diagnosis</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-swe-doctor-guiding-software-engineering-agents-with-runtime-diagnosis-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-the-state-prediction-separation-hypothesis</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-theoria-rewrite-acceptability-verification-over-informal-reasoning-st</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-theoria-rewrite-acceptability-verification-over-informal-reasoning-st-v2</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-07-01-two-ai-metrics-diverged-will-it-make-all-the-difference</loc><lastmod>2026-07-01</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-lifecycle-and-application-stack-survey-of-large-language-model-vuln</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-self-evolving-agentic-system-for-automated-generation-and-execution</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-self-evolving-agentic-system-for-automated-generation-and-execution-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-technical-typology-of-ai-systems-in-public-administration</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-technical-typology-of-ai-systems-in-public-administration-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-a-tutorial-on-autonomous-fault-tolerant-control-using-knowledge-groun</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-ace-pluggable-adaptive-context-elasticizer-across-agents</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-adajepa-an-adaptive-latent-world-model</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-adaptive-cluster-first-route-second-decomposition-for-industrial-scal</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-an-agentic-ai-framework-to-accelerate-scientific-discovery-in-plant-p</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-an-agentic-ai-framework-to-accelerate-scientific-discovery-in-plant-p-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-attend-transform-or-silence-operator-level-visual-skipping-for-effici</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-axdafny-agentic-verified-code-generation-in-dafny</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-axdafny-agentic-verified-code-generation-in-dafny-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-better-understanding-understanding-better</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-breaking-failure-cascades-step-aware-reinforcement-learning-for-medic</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-bridging-local-observation-and-global-simulation-in-closed-loop-traff</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-bridging-local-observation-and-global-simulation-in-closed-loop-traff-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-cross-lingual-relation-extraction-with-large-language-models-zero-sho</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-design-and-implementation-of-agentic-orchestrations-and-orchestration</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-echo-prune-to-act-trace-to-learn-with-selective-turn-memory-in-agenti</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-echo-prune-to-act-trace-to-learn-with-selective-turn-memory-in-agenti-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-fars-a-fully-automated-research-system-deployed-at-scale</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-fars-a-fully-automated-research-system-deployed-at-scale-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-fedxds-leveraging-model-attribution-methods-to-counteract-data-hetero</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-finpersona-bench-a-benchmark-for-longitudinal-psychometric-stability</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-flare-ai-flaw-reporting-for-ai</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-flora-a-deep-learning-approach-to-predict-forest-attributes-from-hete</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-freeform-preference-learning-for-robotic-manipulation</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-gr2-technical-report</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-harnessing-textual-refusal-directions-for-multimodal-safety</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-introspective-coupling-self-explanation-training-tracks-behavioral-ch</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-jl1-ccqa-extending-the-jl1-cd-benchmark-with-change-captioning-and-qu</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-mecobench-a-systematic-study-of-multimodal-agent-collaboration-in-emb</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-mecobench-a-systematic-study-of-multimodal-agent-collaboration-in-emb-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-mvp-nav-multi-layer-value-map-planner-navigator</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-mvp-nav-multi-layer-value-map-planner-navigator-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-policyguard-from-organizational-policies-to-neuro-symboliccompliance</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-policyguard-from-organizational-policies-to-neuro-symboliccompliance-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-qval-cheaply-evaluating-dense-supervision-signals-for-long-horizon-ll</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-qval-cheaply-evaluating-dense-supervision-signals-for-long-horizon-ll-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-qval-cheaply-evaluating-dense-supervision-signals-for-long-horizon-ll-v3</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-raise-llm-based-automated-heuristic-design-with-robust-adversary-inst</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-reinforcement-learning-with-metacognitive-feedback-elicits-faithful-u</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-reinforcement-learning-with-metacognitive-feedback-elicits-faithful-u-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-scientific-explanations-in-health-sciences-causality-trust-and-episte</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-self-study-reconsidered-the-hidden-fragility-of-learning-from-self-ge</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-shopx-a-foundation-model-for-intent-to-item-fulfillment-in-agentic-sh</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-shopx-a-foundation-model-for-intent-to-item-fulfillment-in-agentic-sh-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-steb-style-text-embedding-benchmark</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-think-in-english-answer-in-korean-efficient-adaptation-of-multilingua</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-treeagent-a-generalizable-multi-agent-framework-for-automated-bias-la</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-treeagent-a-generalizable-multi-agent-framework-for-automated-bias-la-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-treeagent-a-generalizable-multi-agent-framework-for-automated-bias-la-v3</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-triage-role-typed-credit-assignment-for-agentic-reinforcement-learnin</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-triage-role-typed-credit-assignment-for-agentic-reinforcement-learnin-v2</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-30-when-llms-read-tables-carelessly-measuring-and-reducing-data-referenc</loc><lastmod>2026-06-30</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-a-multi-task-mixture-of-experts-framework-for-malware-classification</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-agentsnet-coordination-and-collaborative-reasoning-in-multi-agent-llm</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-always-onagentsa-survey-of-persistent-memory-state-and-governance-in</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-always-onagentsa-survey-of-persistent-memory-state-and-governance-in-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-bayesevolve-explicit-belief-states-for-autonomous-scientific-discover</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-bayesevolve-explicit-belief-states-for-autonomous-scientific-discover-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-c2r-cross-sample-consistency-regularization-mitigates-feature-splitti</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-can-llms-rank-a-tale-of-triads-and-triage</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-clarus-coordinating-autonomous-research-agents-toward-web-scale-scien</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-cohort-collaborative-orchestration-for-hardening-via-offensive-replay</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-cohort-collaborative-orchestration-for-hardening-via-offensive-replay-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-collective-cooperation-without-individual-fidelity-in-llm-agents</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-collective-cooperation-without-individual-fidelity-in-llm-agents-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-dopd-dual-on-policy-distillation</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-entity-binding-failures-in-tool-augmented-agents</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-entity-binding-failures-in-tool-augmented-agents-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-evalsafetygap-a-hybrid-survey-and-conceptual-framework-for-llm-evalua</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-field-order-should-not-matter-permutation-invariant-embedding-model-f</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-field-order-should-not-matter-permutation-invariant-embedding-model-f-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-grow2-grounding-which-and-where-for-robot-tool-use</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-latent-actions-from-factorized-transition-effects-under-agent-ambigui</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-latent-actions-from-factorized-transition-effects-under-agent-ambigui-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-latent-actions-from-factorized-transition-effects-under-agent-ambigui-v3</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-levo-2-stable-and-melodious-song-generation-via-hierarchical-represen</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-linguistic-firewall-geometry-as-defense-in-multi-agent-systems-routin</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-manimagent-self-evolving-multimodal-agents-for-visual-education</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-manimagent-self-evolving-multimodal-agents-for-visual-education-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-mcp-server-architecture-patterns-for-llm-integrated-applications</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-mcp-server-architecture-patterns-for-llm-integrated-applications-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-mesa-prioritizing-vulnerable-communication-channels-for-securing-mult</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-mesa-prioritizing-vulnerable-communication-channels-for-securing-mult-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-mesa-prioritizing-vulnerable-communication-channels-for-securing-mult-v3</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-optimization-dynamics-imprint-semantic-specificity-in-contrastive-emb</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-promptgnn-sim-deep-fusion-and-alignment-of-gnn-and-llms-for-text-attr</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-rehearsed-multi-agent-live-product-demonstrations-with-real-time-voic</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-retrieval-backward-attention-without-additional-training-enhance-embe</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-self-evolving-world-models-for-llm-agent-planning</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-self-evolving-world-models-for-llm-agent-planning-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-sequential-fairness-auditing-with-limited-output-access</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-simax-a-scalable-and-interpretable-framework-for-multi-fidelity-and-a</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-symbiotic-cooperation-for-web-agents-harnessing-complementary-strengt</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-the-fil-hypothesis-inductive-biases-help-with-kernel-engineering</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-the-human-creativity-benchmark</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-to-tab-or-not-to-tab-measuring-critical-engagement-in-ai-code-complet</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-to-tab-or-not-to-tab-measuring-critical-engagement-in-ai-code-complet-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-towards-continual-motion-language-agents-lora-variants-for-incrementa</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-towards-continual-motion-language-agents-lora-variants-for-incrementa-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-trace-temporal-relationship-aware-conversational-entrainment-detectio</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-trace-temporal-relationship-aware-conversational-entrainment-detectio-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-tracelab-characterizing-coding-agent-workloads-for-llm-serving</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-tracelab-characterizing-coding-agent-workloads-for-llm-serving-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-tracelab-characterizing-coding-agent-workloads-for-llm-serving-v3</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-translating-natural-language-to-strategic-temporal-specifications-via</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-translating-natural-language-to-strategic-temporal-specifications-via-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-using-large-language-models-as-low-cost-statistical-estimators-for-hu</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-vlk-learning-humanoid-loco-manipulation-from-synthetic-interactions-i</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-whose-side-is-your-agent-on-multi-party-principal-loyalty-in-llm-agen</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-whose-side-is-your-agent-on-multi-party-principal-loyalty-in-llm-agen-v2</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-29-words-speak-louder-than-code-investigating-cognitive-heuristics-in-ll</loc><lastmod>2026-06-29</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2024-ctooleval-a-chinese-benchmark-for-llm-powered-agent-evaluation-in-real-worl</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-au-harness-an-open-source-toolkit-for-holistic-evaluation-of-audiollm</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-author-response-15</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-author-response-22</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-diagnosing-with-insights-structured-analysis-of-agent-failures-via-be</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-estimating-commonsense-plausibility-through-semantic-shifts</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-evaluation-faking-unveiling-observer-effects-in-safety-evaluation-of</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-official-response-to-reviewer-rw2o-4</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-reliable-evaluation-of-mri-motion-correction-dataset-and-insights</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-response-to-reviewer</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-retrieval-of-thought-efficient-reasoning-via-reusing-thoughts</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-retrievalformer-transformer-quality-recommendations-with-efficient-an</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-tom-swe-user-mental-modeling-for-software-engineering-agents</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v10</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v11</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v12</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v13</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v14</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v15</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v16</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v17</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v18</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v19</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v2</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v20</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v21</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v22</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v23</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v24</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v25</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v26</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v27</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v28</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v29</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v3</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v30</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v31</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v32</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v33</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v34</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v35</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v36</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v37</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v38</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v39</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v4</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v40</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v41</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v42</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v43</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v5</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v6</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v7</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v8</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-28-unknown-v9</loc><lastmod>2026-06-28</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-deterministic-control-plane-for-llm-coding-agents</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-deterministic-control-plane-for-llm-coding-agents-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-pipeline-for-generating-longitudinal-synthetic-clinical-notes-using</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-pipeline-for-generating-longitudinal-synthetic-clinical-notes-using-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-process-harness-for-uplifting-legacy-workflows-to-agentic-bpm-desig</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-process-harness-for-uplifting-legacy-workflows-to-agentic-bpm-desig-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-process-harness-for-uplifting-legacy-workflows-to-agentic-bpm-desig-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-a-process-harness-for-uplifting-legacy-workflows-to-agentic-bpm-desig-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-adaptive-utility-driven-resource-orchestration-for-resilient-ai-auror</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-adaptive-utility-driven-resource-orchestration-for-resilient-ai-auror-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-adaptive-utility-driven-resource-orchestration-for-resilient-ai-auror-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday-v5</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-advancing-omnimodal-embodied-agents-from-isolated-skills-to-everyday-v6</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ai-healthcare-chatbots-as-information-infrastructure-a-large-scale-st</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ai-healthcare-chatbots-as-information-infrastructure-a-large-scale-st-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ai-healthcare-chatbots-as-information-infrastructure-a-large-scale-st-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ai-healthcare-chatbots-as-information-infrastructure-a-large-scale-st-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-application-of-llms-to-threat-assessment-of-foreign-peacekeeping-miss</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-application-of-llms-to-threat-assessment-of-foreign-peacekeeping-miss-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ask-dont-judge-binary-questions-for-interpretable-llm-evaluation-and</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-ask-dont-judge-binary-questions-for-interpretable-llm-evaluation-and-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-auditing-framing-sensitive-behavioral-instability-in-large-language-m</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-auditing-framing-sensitive-behavioral-instability-in-large-language-m-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-auditing-framing-sensitive-behavioral-instability-in-large-language-m-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-auditing-framing-sensitive-behavioral-instability-in-large-language-m-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model-v5</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-automating-potential-based-reward-shaping-with-vision-language-model-v6</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-autoregressive-boltzmann-generators</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-bridging-talk-and-thought-understanding-dialogue-dynamics-across-coll</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-bridging-talk-and-thought-understanding-dialogue-dynamics-across-coll-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-bridging-talk-and-thought-understanding-dialogue-dynamics-across-coll-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-bridging-talk-and-thought-understanding-dialogue-dynamics-across-coll-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-carve-content-aware-recurrent-with-value-efficiency-for-chunk-paralle</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-chai-agentic-discovery-of-cryptographic-misuse-vulnerabilities</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-chai-agentic-discovery-of-cryptographic-misuse-vulnerabilities-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-confidence-aware-tool-orchestration-for-robust-video-understanding</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-confidence-aware-tool-orchestration-for-robust-video-understanding-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-diagnosing-task-insensitivity-in-language-agents</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-diagnosing-task-insensitivity-in-language-agents-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-e-tts-a-new-embodied-test-time-scaling-framework-for-robotic-manipula</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-e-tts-a-new-embodied-test-time-scaling-framework-for-robotic-manipula-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-efficient-foundation-decoders-for-fault-tolerant-quantum-computing</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-einstein-world-models</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-einstein-world-models-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-empowering-gui-agents-via-autonomous-experience-exploration-and-hinds</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-empowering-gui-agents-via-autonomous-experience-exploration-and-hinds-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-empowering-gui-agents-via-autonomous-experience-exploration-and-hinds-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-empowering-gui-agents-via-autonomous-experience-exploration-and-hinds-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-from-celebrities-to-anyone-characterizing-ai-nudification-content-tec</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-from-celebrities-to-anyone-characterizing-ai-nudification-content-tec-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-from-celebrities-to-anyone-characterizing-ai-nudification-content-tec-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-from-celebrities-to-anyone-characterizing-ai-nudification-content-tec-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-heavy-ball-q-learning-with-residual-weighting-correction</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-how-to-evaluate-clustering-with-ground-truth</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-in-context-model-predictive-generation-open-vocabulary-motion-synthes</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-in-context-model-predictive-generation-open-vocabulary-motion-synthes-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-inherited-circuits-learned-semantics-how-fine-tuning-creates-evasion</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-inherited-circuits-learned-semantics-how-fine-tuning-creates-evasion-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-inherited-circuits-learned-semantics-how-fine-tuning-creates-evasion-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-inherited-circuits-learned-semantics-how-fine-tuning-creates-evasion-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-joint-learning-of-experiential-rules-and-policies-for-large-language</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-joint-learning-of-experiential-rules-and-policies-for-large-language-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-joint-learning-of-experiential-rules-and-policies-for-large-language-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-language-based-digital-twins-for-elderly-cognitive-assistance</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-language-based-digital-twins-for-elderly-cognitive-assistance-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-learning-to-fold-prizewinning-solution-at-lehome-challenge-2026-1st-p</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-learning-to-fold-prizewinning-solution-at-lehome-challenge-2026-1st-p-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-look-before-move-narrative-grounded-world-visual-attention-in-dynamic</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-look-before-move-narrative-grounded-world-visual-attention-in-dynamic-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-nuclearqav2-a-structured-benchmark-for-evaluating-domain-science-comp</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-nuclearqav2-a-structured-benchmark-for-evaluating-domain-science-comp-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-openrca-20-from-outcome-labels-to-causal-process-supervision</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-openrca-20-from-outcome-labels-to-causal-process-supervision-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-openrca-20-from-outcome-labels-to-causal-process-supervision-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-openrca-20-from-outcome-labels-to-causal-process-supervision-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-parametric-open-source-games</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-parametric-open-source-games-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-parametric-open-source-games-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-prompt-injection-in-automated-rsum-screening-with-large-language-mode</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-prompt-injection-in-automated-rsum-screening-with-large-language-mode-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-prompt-injection-in-automated-rsum-screening-with-large-language-mode-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-reaore-reasoning-guided-progressive-open-relation-extraction-empowere</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-reaore-reasoning-guided-progressive-open-relation-extraction-empowere-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-safe-autoregressive-image-generation-with-iterative-self-improving-co</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-safe-autoregressive-image-generation-with-iterative-self-improving-co-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-semantic-early-stopping-for-iterative-llm-agent-loops</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-semantic-early-stopping-for-iterative-llm-agent-loops-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-sharelock-a-stealthy-multi-tool-threshold-poisoning-attack-against-mc</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-sharelock-a-stealthy-multi-tool-threshold-poisoning-attack-against-mc-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-sharelock-a-stealthy-multi-tool-threshold-poisoning-attack-against-mc-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-sharelock-a-stealthy-multi-tool-threshold-poisoning-attack-against-mc-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-simulation-based-inference-for-rapid-bayesian-parameter-estimation-in</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-simulation-based-inference-for-rapid-bayesian-parameter-estimation-in-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-state-representation-matters-in-deep-reinforcement-learning-applicati</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-state-representation-matters-in-deep-reinforcement-learning-applicati-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-state-representation-matters-in-deep-reinforcement-learning-applicati-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-state-representation-matters-in-deep-reinforcement-learning-applicati-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-the-spec-growth-engine-spec-anchored-code-coupled-drift-enforced-arch</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-the-spec-growth-engine-spec-anchored-code-coupled-drift-enforced-arch-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-the-spec-growth-engine-spec-anchored-code-coupled-drift-enforced-arch-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-the-spec-growth-engine-spec-anchored-code-coupled-drift-enforced-arch-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-vulnerability-of-natural-language-classifiers-to-evolutionary-generat</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-vulnerability-of-natural-language-classifiers-to-evolutionary-generat-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-when-does-combining-language-models-help-a-co-failure-ceiling-on-rout</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-when-does-combining-language-models-help-a-co-failure-ceiling-on-rout-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-when-does-combining-language-models-help-a-co-failure-ceiling-on-rout-v3</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-when-does-combining-language-models-help-a-co-failure-ceiling-on-rout-v4</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-when-does-combining-language-models-help-a-co-failure-ceiling-on-rout-v5</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-where-do-cot-training-gains-land-in-llm-based-agents</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-where-do-cot-training-gains-land-in-llm-based-agents-v2</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-25-where-do-models-find-happiness-emotion-vectors-in-open-source-llms</loc><lastmod>2026-06-25</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-a-cross-process-welding-penetration-status-prediction-algorithm-based</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-a-welding-penetration-prediction-model-for-laser-welding-process-base</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-agentic-evolution-of-physically-constrained-foundation-models</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-agentic-system-as-compressor-quantifying-system-intelligence-in-bits</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-agentic-system-as-compressor-quantifying-system-intelligence-in-bits-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-ai-assisted-computational-reproducibility-on-the-fabric-testbed</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-ai-assisted-computational-reproducibility-on-the-fabric-testbed-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-ai-snitches-get-glitches-towards-evading-agentic-surveillance</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-autodata-an-agentic-data-scientist-to-create-high-quality-synthetic-d</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-autodata-an-agentic-data-scientist-to-create-high-quality-synthetic-d-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-autorelannotator-calibrated-model-cascades-for-cost-efficient-relevan</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-can-trustless-agents-be-trusted-an-empirical-study-of-the-erc-8004-de</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-can-trustless-agents-be-trusted-an-empirical-study-of-the-erc-8004-de-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-do-encoders-suffice-a-systematic-comparison-of-encoder-and-decoder-sa</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-explainable-control-framework-xcf-based-on-fuzzy-model-agnostic-expla</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-explainable-control-framework-xcf-based-on-fuzzy-model-agnostic-expla-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-expresso-ai-explainable-video-based-deep-learning-models-for-depressi</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-force-efficient-vla-reinforcement-fine-tuning-via-value-calibrated-wa</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-force-efficient-vla-reinforcement-fine-tuning-via-value-calibrated-wa-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-force-efficient-vla-reinforcement-fine-tuning-via-value-calibrated-wa-v3</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-gui-agent-guided-exploration-of-user-sensitive-screens</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-gui-agent-guided-exploration-of-user-sensitive-screens-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-helpful-or-harmful-evaluating-llm-assisted-vulnerability-patching-via</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-helpful-or-harmful-evaluating-llm-assisted-vulnerability-patching-via-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-hierarchical-reinforcement-learning-for-neural-network-compression-hi</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-hierarchical-reinforcement-learning-for-neural-network-compression-hi-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-hierarchical-reinforcement-learning-for-neural-network-compression-hi-v3</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-is-graphrag-needed-from-basic-rag-to-graph-agentic-solutions-with-con</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-is-graphrag-needed-from-basic-rag-to-graph-agentic-solutions-with-con-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-miniopt-reasoning-to-model-and-solve-general-optimization-problems-wi</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-model-forensics-investigating-whether-concerning-behavior-reflects-mi</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-model-forensics-investigating-whether-concerning-behavior-reflects-mi-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-multi-agent-goal-recognition-with-team-and-goal-conditioned-reinforc</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-multi-agent-goal-recognition-with-team-and-goal-conditioned-reinforc-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-multi-agent-goal-recognition-with-team-and-goal-conditioned-reinforc-v3</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-neglected-free-lunch-from-post-training-progress-advantage-for-llm-ag</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-neglected-free-lunch-from-post-training-progress-advantage-for-llm-ag-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-on-policy-self-distillation-with-sampled-demonstrations-reduces-outpu</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-probabilistic-agents-in-deterministic-audits-evaluating-multi-agent-s</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-probabilistic-agents-in-deterministic-audits-evaluating-multi-agent-s-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-quantization-inflates-reasoning-token-inflation-as-a-hidden-cost-of-l</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-sara-unlocking-multilingual-knowledge-in-mixture-of-experts-via-seman</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-semantic-consistency-policy-optimization-for-reinforcement-learning-o</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-semantic-consistency-policy-optimization-for-reinforcement-learning-o-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-speecheq-benchmarking-emotional-intelligence-quotient-in-socially-awa</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-staying-in-character-perspective-bounded-memory-for-book-based-role-p</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-staying-in-character-perspective-bounded-memory-for-book-based-role-p-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-the-impact-of-artificial-intelligence-on-enterprise-software-user-rol</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-the-unfireable-safety-kernel-execution-time-ai-alignment-for-ai-agent</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-the-unfireable-safety-kernel-execution-time-ai-alignment-for-ai-agent-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-the-unfireable-safety-kernel-execution-time-ai-alignment-for-ai-agent-v3</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-uncertainty-quantification-for-computer-use-agents-a-benchmark-across</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-uncertainty-quantification-for-computer-use-agents-a-benchmark-across-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-variable-bound-tightening-for-nash-equilibrium-computation-in-multipl</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-weave-of-formal-thought</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-windom-self-family-distillation-for-small-model-gui-grounding</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-24-windom-self-family-distillation-for-small-model-gui-grounding-v2</loc><lastmod>2026-06-24</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-aws-bedrock-agentcore-multi-tenant</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-a-specialized-reasoning-large-language-model-for-accelerating-rare-di</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-a-specialized-reasoning-large-language-model-for-accelerating-rare-di-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-accuracy-and-satisfaction-in-multi-turn-llm-dialogues-for-nfr-assessm</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-accuracy-and-satisfaction-in-multi-turn-llm-dialogues-for-nfr-assessm-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-adversabench-automated-llm-red-teaming-with-multi-judge-confirmation</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-ai-pave-br-leveraging-large-language-models-for-enhanced-product-attr</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-ai-pave-br-leveraging-large-language-models-for-enhanced-product-attr-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-ai-trends-tldr</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-asalt-adaptive-state-alignment-for-lateral-transfer-in-multi-agent-re</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-asalt-adaptive-state-alignment-for-lateral-transfer-in-multi-agent-re-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-bayesian-control-for-coding-agents</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-beyond-u-net-a-latent-representation-aligned-skip-free-backbone-for-f</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-blutrain-a-ccuda-framework-for-ai-systems</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-can-scale-save-us-from-plasticity-loss-in-large-language-models</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-can-scale-save-us-from-plasticity-loss-in-large-language-models-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-decentralised-ai-training-and-inference-with-blocktrain</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-deepbd-a-grounded-agentic-workflow-for-variant-prioritization-and-dia</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-deepbd-a-grounded-agentic-workflow-for-variant-prioritization-and-dia-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-deepbd-a-grounded-agentic-workflow-for-variant-prioritization-and-dia-v3</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-eg-vqa-benchmarking-verifiable-video-question-answering-with-grounded</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-flowpipe-llm-enhanced-conditional-generative-flow-networks-for-data-p</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-governed-shared-memory-for-multi-agent-llm-systems</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-governed-shared-memory-for-multi-agent-llm-systems-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-grad-detect-gradient-based-hallucination-detection-in-llms</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-grading-the-grader-lessons-from-evaluating-an-agentic-data-analysis-s</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-grading-the-grader-lessons-from-evaluating-an-agentic-data-analysis-s-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-its-complicated-on-the-design-and-evaluation-of-ai-powered-aac-interf</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-its-complicated-on-the-design-and-evaluation-of-ai-powered-aac-interf-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-lago-latent-action-guidance-for-online-reinforcement-learning</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-large-language-model-discovery-of-quantum-ldpc-codes-through-structur</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-large-language-model-discovery-of-quantum-ldpc-codes-through-structur-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-latest-ai-research-tldr</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-llms-prompted-for-legal-context-object-more-overrefusal-from-small-on</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-mistral-ocr-4</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-nocontactnoworries-estimating-contact-through-vision-and-propriocepti</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-nvidia-bionemo-ai-scientist-life-science</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-nvidia-dflash-speculative-decoding-blackwell</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-openthoughts-agent-data-recipes-for-agentic-models</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-openthoughts-agent-data-recipes-for-agentic-models-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-orbitforge-text-to-3d-scene-generation-via-reconstruction-anchored-vi</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-paying-to-know-micro-transaction-markets-for-verified-product-informa</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-paying-to-know-micro-transaction-markets-for-verified-product-informa-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-paying-to-know-micro-transaction-markets-for-verified-product-informa-v3</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-poster-exploring-the-limits-of-audio-based-detection-of-turkish-phone</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-poster-exploring-the-limits-of-audio-based-detection-of-turkish-phone-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-privacy-preserving-rag-via-multi-agent-semantic-rewriting-achieving-c</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-privacy-preserving-rag-via-multi-agent-semantic-rewriting-achieving-c-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-quant-convergence-bridging-classical-value-investing-and-modern-facto</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-red-teaming-the-agentic-red-team</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-reinforcement-learning-for-computer-use-agents-with-autonomous-evalua</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-retisem-generalising-causal-models-for-fragmented-biomedical-data</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-safari-scaling-long-horizon-agentic-fault-attribution-via-active-inve</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-scaletot-generalizing-structured-llm-reasoning-for-billion-scale-low</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-scaling-laws-for-task-specific-llm-distillation</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-scaling-laws-for-task-specific-llm-distillation-v2</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-the-latent-bridge-a-continuous-slow-fast-channel-for-real-time-game-a</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-themis-an-explainable-ai-enabled-framework-for-reinforcement-learning</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-visualizing-we-the-people-bridging-the-perception-gap-through-plurali</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-when-cqs-go-wrong-challenges-in-cq-verification-with-oe-assist</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-23-world-models-in-pieces-structural-certification-for-general-agents</loc><lastmod>2026-06-23</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-abstract-representational-geometry-supports-inference-in-large-langua</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-ai-driven-optimisation-of-quality-of-recovery-qor-in-remote-patient-m</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-ai-driven-optimisation-of-quality-of-recovery-qor-in-remote-patient-m-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-ai-exposure-scores-what-they-measure-what-they-miss-and-what-comes-ne</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-air-adaptive-interleaved-reasoning-with-code-in-mllms</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-aohp-an-open-source-os-level-agent-harness-for-personalized-efficient</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-automated-semantic-fault-localization-in-sysml-v2-a-human-in-the-loop</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-automated-semantic-fault-localization-in-sysml-v2-a-human-in-the-loop-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-aws-bedrock-agentcore-payments</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-capable-but-careless-do-computer-use-agents-follow-contextual-integri</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-causal-discovery-in-the-era-of-agents</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-causal-discovery-in-the-era-of-agents-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-coordex-coordinating-body-and-hand-priors-for-continuous-dexterous-hu</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-data-selection-through-iterative-self-filtering-for-vision-language-s</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-decentralized-autonomous-traffic-management-through-corridor-networks</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-decentralized-autonomous-traffic-management-through-corridor-networks-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-detecting-malicious-agent-skills-in-the-wild-using-attention</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-detecting-malicious-agent-skills-in-the-wild-using-attention-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-digital-humanism-and-evolutionary-design</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-distribution-aware-diffusion-llm-for-robust-ultra-long-term-time-seri</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-dit-reward-generative-representations-for-text-to-image-reward-modeli</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-dynamic-multi-agent-deep-reinforcement-learning-based-pricing-and-inc</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-dynamic-multi-agent-deep-reinforcement-learning-based-pricing-and-inc-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-ehr-complex-benchmarking-medical-agents-for-complex-clinical-reasonin</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-ehr-complex-benchmarking-medical-agents-for-complex-clinical-reasonin-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-exposing-the-illusion-of-erasure-in-knowledge-editing-for-llms</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-gif-locally-sound-geometric-information-flow-control-for-llms</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-gif-locally-sound-geometric-information-flow-control-for-llms-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-grinqh-graded-input-based-quantization-hierarchy-for-efficient-llm-ge</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-holmes-evaluating-higher-order-logical-reasoning-in-llms</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-hyperquant-a-rate-distortion-optimal-quantization-pipeline-for-large</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-kamera-unified-position-invariant-multimodal-kv-cache-for-training-fr</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-kamera-unified-position-invariant-multimodal-kv-cache-for-training-fr-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-learning-process-rewards-via-success-visitation-matching-for-efficien</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-litmus-zero-label-code-driven-metric-specification-for-evaluating-ai</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-litmus-zero-label-code-driven-metric-specification-for-evaluating-ai-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-measuring-mitigating-over-alignment-for-llms-in-multilingual-criminal</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-memory-contagion-cross-temporal-propagation-of-evaluator-bias-via-age</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-muppet-a-benchmark-for-contextual-privacy-of-llm-assistants-in-multi</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-nvidia-telcos-agentic-ai-autonomous-networks</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-open-problem-is-adamw-effective-under-heavy-tailed-noise</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-potracker-optimizing-large-language-models-for-standard-compliant-pow</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-psybridge-a-hybrid-intelligent-framework-for-multi-dimensional-mental</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-psybridge-a-hybrid-intelligent-framework-for-multi-dimensional-mental-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-reasoninglens-hierarchical-visualization-and-diagnostic-auditing-for</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-reasoninglens-hierarchical-visualization-and-diagnostic-auditing-for-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-recall-recovery-experience-collection-for-active-lifelong-learning-in</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-rs-gen-a-multi-stage-agentic-framework-for-reasoning-and-search-augme</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-scaling-linear-mode-connectivity-and-merging-to-billion-parameter-pre</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-semantic-browsing-controllable-diversity-for-image-generation</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-semantic-browsing-controllable-diversity-for-image-generation-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-spiral-learning-to-search-and-aggregate</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-teaching-llms-string-matching-backtracking-and-error-recovery-to-dedu</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-unbias-plus-detect-explain-and-rewrite-bias</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-verievol-scaling-multimodal-mathematical-reasoning-via-verifiable-evo</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-verievol-scaling-multimodal-mathematical-reasoning-via-verifiable-evo-v2</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-videoagent-all-in-one-framework-for-video-understanding-and-editing</loc><lastmod>2026-06-22</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-21-macagentbench-benchmarking-ai-agents-on-real-world-macos-desktop</loc><lastmod>2026-06-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-21-paperclaw-harnessing-agents-for-autonomous-research-and-human-in-the</loc><lastmod>2026-06-21</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-19-aws-bedrock-agentcore-web-search</loc><lastmod>2026-06-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-19-cloudflare-temporary-accounts-ai-agents</loc><lastmod>2026-06-19</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-18-aws-bedrock-agentcore-harness-ga</loc><lastmod>2026-06-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-18-project-fetch-phase-two-anthropic</loc><lastmod>2026-06-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-22-project-fetch-phase-two</loc><lastmod>2026-06-18</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-17-cloudflare-agents-platform-flue-sdk</loc><lastmod>2026-06-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-17-databricks-unity-ai-gateway-governance</loc><lastmod>2026-06-17</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-16-agentic-coding-persistent-returns-expertise-anthropic</loc><lastmod>2026-06-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-16-databricks-genie-one-agents-ontology</loc><lastmod>2026-06-16</lastmod></url>
  <url><loc>https://adnankhan.ai/notes/2026-06-16-google-research-earth-ai-nature-restoration</loc><lastmod>2026-06-16</lastmod></url>
</urlset>
