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Why Your AI Evaluator Is Structurally Blind (and how to mathematically prove it)

Have you ever had an AI agent confidently say, "Task completed successfully!" only to find out it didn't actually change the file, or swallowed an error and returned exit code 0? We call this False Completion . It's the silent killer of AI agent reliability. Recently, we ran a simple experiment: we…

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  1. 2026-11-07 18:47 · DEV Community — Machine Learning
    Why Your AI Evaluator Is Structurally Blind (and how to mathematically prove it)

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