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I ran 200 prompts through a statistical compliance framework. Here's what failed.

The result everyone reports is the pass rate. It's the wrong number. Run 30 probes at a model and observe 4 failures. Point estimate: 13.3%. But the Clopper-Pearson interval at 95% confidence spans roughly 4% to 31%. Same measurement, 27-point range. That's consistent with failing 1 in 25 prompts a…

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  1. 2026-11-01 14:58 · DEV Community — Machine Learning
    I ran 200 prompts through a statistical compliance framework. Here's what failed.

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