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What is Confidence Score?

AI Engineering

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A numerical estimate of how certain an AI model is about its output, used for routing and quality control.

Confidence scores help applications decide when to trust model outputs, when to escalate to humans, and when to request clarification. They can be derived from token probabilities, self-evaluation prompts, or calibrated classifiers on model outputs.

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