Pangram AI detector accuracy test: zero false positives observed

cunha_tristan · x · 2026-08-31

A user reports high accuracy with the AI detector Pangram after extensive testing. Various hybrid editing methods were tested—including embedding AI text in human writing, mimicking AI style, and applying AI-assisted edits—without triggering false AI flags. The author notes that demonstrating consistent false positives would be highly valuable to developers, but no convincing evidence has been seen yet.

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