Chain-of-thought monitoring can fail even when reasoning is necessary

The authors show that necessary chains of thought still omit factors driving correct answers on hard medical-diagnosis tasks.

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Lennart Bürger · Piotr Komorowski · Moritz Weckbecker · Evgenii Kortukov · Aakriti Jain · Sebastian Lapuschkin · +1 more

Fraunhofer HHI · TU Berlin · TU Dublin · BIFOLD

Research Digest··2 min read
The authors tested whether chain-of-thought (CoT) monitoring remains reliable when reasoning is necessary for a model's answer.

Bürger et al.

Why this paper

From Fraunhofer HHI and 3 others

In one line

Chain of Thought monitoring failures occur even when the CoT is necessary for the answer.

What we could check

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  • ✓Limitations stated by the authors (3 noted)
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