Ai Ml
ADD for Machine Learning: The Eval Set Is the Frozen Contract
ML is AI building AI, and a high headline metric hides leakage, gamed proxies, and slice regressions. ADD locks the eval set, thresholds, and model card as the frozen contract, makes the held-out suite the red tests, and verifies by slices and online evidence — not by the leaderboard number.
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