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Three Ways AI Systems Fail Even When Evals Pass

calendar_today April 7, 2026 person Brian Neville-O'Neill domain confident-ai

AI systems can pass evals while still behaving incorrectly. This post explores three common failure modes that slip through output-based evaluation.

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