Wednesday, April 29, 2026

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#confidence signals

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How LLMs Detect and Correct Their Own Errors Without External Feedback

How LLMs Detect and Correct Their Own Errors Without External Feedback

New research reveals internal confidence signals enable models to identify reasoning failures autonomously, reshaping debugging approaches.

about 20 hours ago9 min read

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