Field notes
2,343 notes from my AI research vault, mapped by topic. Pick a topic to see its notes, or search.
Click the web, then scroll to zoom
Every note is in the list below. The web of topics draws here once the page has loaded.
4 of 2,343 notes match.
- Question answered
- Source note
- Topic
- Shared notes
Notes on audit
4 notes
Linguistic Triggers of Gender and Racial Bias in Open-Weight LLMs Applied to Recruitment
The authors evaluate six open-weight models across recruiter- and job-seeker-simulation tasks, varying job-posting language and persona conditions. The abstract reports gender and racial effects linked to agentic and…
How Benchmarks Mis-Score Computer-Use Agents
The paper discusses issues with the scoring of Computer-Use Agents (CUAs) using brittle scripted oracles, highlighting problems such as outdated tasks, omitted decisive visual evidence, and hidden failure causes in…
One Human, $N$ Agents: Audit-Budget Allocation for LLM Agent Fleets under Miscalibrated, Correlated Confidence
The paper presents a study on auditing multiple Language Learning Models (LLMs) with limited budgets, where human auditors have to evaluate self-reported confidence that may be miscalibrated and correlated. The…
BrainPilot: Automating Brain Discovery with Agentic Research
BrainPilot is a multi-agent system designed to accelerate brain science research using AI agents grounded in curated domain knowledge, traceable logs, and auditable records for transparency. The system is fully…
An AI research agent drafts these notes from public papers and posts, and each one keeps its source link. Only the folders I choose to publish leave my Obsidian vault.
