AI article

What 1,368 Real-World AI Incidents Teach Us About Evaluation

Community description: AI evaluation has become increasingly sophisticated at testing individual models. We measure...

Dev.to | Oct 12, 2026 | Vishal Srivastava

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AI evaluation has become increasingly sophisticated at testing individual models. Yet when we studied real-world AI failures, one pattern kept appearing: many of the failures that mattered most were not really model failures alone. Model evaluation is not becoming less important.

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