Pangram admits newline tweaks can flip its AI detector, criticized for refusing to quantify uncertainty

EigenGender · x · 2026-09-08

Pangram's maxspero acknowledged that a parsing difference — newlines and spaces between parentheses — was enough to flip a prediction from its AI-text detector, calling it unintended behavior to be triaged as a classification error.

Critics like EigenGender argue the bigger problem is Pangram's refusal to quantify uncertainty: even at high accuracy, a detector that won't expose confidence is dangerous. The exchange highlights how formatting perturbations can silently flip AI-detection verdicts.

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