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.
3 of 2,343 notes match.
- Question answered
- Source note
- Topic
- Shared notes
Notes on bias detection
3 notes
Challenges in Evaluating Explanation Methods for Static and Evolving Data
The paper discusses the limitations in evaluating Explainable Artificial Intelligence (XAI) systems, specifically focusing on the DetoxAI image recognition system. It highlights the need for better evaluation methods…
Distill to Detect: Exposing Stealth Biases in LLMs through Cartridge Distillation
Researchers have developed a method called Distill to Detect (D2D) to expose stealth biases in large language models used in high-stakes roles. These biases can favor certain entities, brands, or viewpoints and are…
UnBias-Plus: Detect, Explain, and Rewrite Bias
UnBias-Plus is a new open-source toolkit that aims to address the issue of bias in natural language content across various domains like journalism, education, and AI research. The toolkit offers four key features…
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.
