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Dev.to
Dev.to
7/22/2026
Substack's New AI Detector Has the Same Blind Spot DEV.to's Did

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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