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Does Your AI Know When It Might Be Wrong?

Nadia Sheikh
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August 18, 2026

Author(s): Nadia Sheikh Originally published on Towards AI. Beyond Accuracy · Model Evaluation (#4) This is what building an honest evaluation layer taught me. Right now it runs on a synthetic staging model — I generate the patients, so I know the …

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