Dev.to
7/22/2026

Substack's New AI Detector Has the Same Blind Spot DEV.to's Did
Short summary
Substack launched an AI detector powered by Pangram, but it inherits the same false-positive problem that plagued DEV.to's manual moderation: well-written, formal, or non-native English text gets flagged as AI-shaped. The author argues detectors catch writing patterns, not whether human thinking went into the work, creating a dishonesty incentive where undisclosed AI use goes undetected while transparent use gets penalized.
- •Substack's Pangram-based AI detector shares the same false-positive blind spot as DEV.to's manual GPTZero moderation
- •Formal, well-structured, and non-native English writing is disproportionately flagged as AI-generated
- •A mostly-reliable detector can be more dangerous than an obviously unreliable one because people stop checking
Generated with AI, which can make mistakes.
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