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2 posts filed under “accuracy

Why AI Evals Failed: The Multi-Turn Reality Gap

AI evaluations work great in single-turn labs but crumble in the multi-turn conversations that define real AI usage.

The AI Evals PLG Illusion: Why Deployment Blindness Kills Accuracy

Most AI evals companies built PLG products that can't see how companies actually deploy AI, leading to evaluations that are dangerously wrong.