Pangram AI detector can't tell generated from edited text, yet its "100%" label wrecks careers
ipeirotis · x · 2026-11-15
Researcher Panagiotis Iliopoulos (ipeirotis) publicly criticized the AI text detector Pangram: it cannot distinguish AI-generated from AI-edited text and has no idea where the actual ideas come from, yet people weaponize its "100% AI" label to shame writers and destroy careers — hitting vulnerable people hardest.
He argues this is the exact opposite of ethical AI deployment principles the field has taught for years, and mocks Pangram's founder for drinking his own Kool-Aid and getting angry when committees rightfully ignore his meaningless label. A quoted rebuttal counters that Pangram has a very low false-positive rate, relies on a different statistical signature than flawed detectors, and has been validated by studies and independent experiments.
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