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The Intellectual History Behind Chain-of-Thought Monitoring

Source
Stanford AI Lab
Date
Stanford AI Lab@StanfordAILab
Thread · 2 parts

New SAIL Blog post: CoT Monitoring: Where Does a Hot Safety Problem Come From? @peterbhase and @ChrisGPotts trace the history of a big idea in AI Safety

@peterbhase @ChrisGPotts The post: https://t.co/Bn7ASHZ9Ap

Terms in this piece · Glossary
  • chain-of-thoughtHaving a model write out intermediate reasoning steps before its answer, which markedly improves performance on hard problems.
  • AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
  • context windowThe maximum amount of text a model can consider at once — its working memory for the current conversation or task.
Why it matters

Gives engineers building safety monitors for reasoning traces on how the technique developed and what assumptions it rests on.

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