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How to Estimate the Recall of AI Agents with Capture-Recapture

A capture-recapture estimator adapted from an 1890s fisheries method estimated AI agent recall within 2 points of true recall for most agents when applied to 294 CUAD contracts with a 10% hand audit, according to Towards Data Science. The technique offers a way to measure agent recall without labeling an entire dataset.

read1 min views1 publishedNov 9, 2026
How to Estimate the Recall of AI Agents with Capture-Recapture
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A fisheries estimator from the 1890s, tested on 294 CUAD contracts, landed within 2 points of true recall for most agents with a 10% hand audit. The post How to Estimate the Recall of AI Agents with Capture-Recapture appeared first on Towards Data Science.

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source & further reading
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