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Md Jannatul Rakib Joy

AI & Cloud Solution Consultant

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Engineering note
7 min read

When an AI fairness audit says "pass", can you trust the result?

A fairness audit can pass on one sample and fail on another. Joy explains VFR-Audit, research into verdict stability, and what its findings mean for responsible AI.

Md Jannatul Rakib JoyAI & Cloud Solution Consultant
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Microsoft AI, data and cloud

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