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LLMs & Reasoning

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Confidence Score

Confidence Score

/ confidence-score /

A model’s estimate of how certain it is about an output, such as a transcription or intent classification. Low confidence often triggers fallbacks.

A model’s estimate of how certain it is about an output, such as a transcription or intent classification. Low confidence often triggers fallbacks.

Why it matters

Confidence is the agent’s own uncertainty signal. Routing low-confidence moments to clarification or humans prevents silent errors from becoming wrong actions.

Related — LLMs & Reasoning