Introducing Docent
A tool that uses AI to summarize, search and cluster long AI-agent transcripts, helping researchers spot broken tasks, unexpected behavior and weaknesses that a single score hides.
Research papers, investigations, explainers, videos, laws and the organizations doing the work, from people who are alarmed and people who are skeptical. New additions are checked by two people before they are listed. The launch collection was compiled with the help of AI research assistants, and every link was opened and checked on 22 September 2026.
2 works on “Does it cheat to win?” · Tool or dataset · clear filters
A tool that uses AI to summarize, search and cluster long AI-agent transcripts, helping researchers spot broken tasks, unexpected behavior and weaknesses that a single score hides.
A crowd-sourced spreadsheet of real cases where AI systems found loopholes in the goals they were given, each with the intended goal, what the system did instead, and a source.
Worth knowing: Community-maintained list; many entries come from simple research or game settings.