AI article

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

Community description: Have you ever had an AI agent confidently say, "Task completed successfully!" only to find out it...

Dev.to | Nov 7, 2026 | liao-zhizhi

Automated excerpt

It's the silent killer of AI agent reliability. In information theory terms: I(Verdict; Truth | Observation, Prior) = 0. PASS: Claim matches the physical witness.

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