Chain-of-Thought Monitoring

Chain-of-thought monitoring is reading or automatically checking the reasoning that a model writes out, to detect harmful intentions or misbehaviour before it acts.

What is Chain-of-Thought Monitoring?

Researchers from several labs warned in 2025 that this opportunity may be fragile, because training pressure could make reasoning less faithful or readable.

How it works

A monitor model scans reasoning traces for signs such as plans to cheat or deceive.

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