The 'Ick' Factor: AI Code Detectors Align with Human Intuition on AI-Generated Code

mike64_t · x · 2026-08-02

A developer recently shared an intriguing observation regarding Pangram's AI code detector. They noticed a strong correlation between the tool flagging code as AI-generated and their own visceral 'ick' feeling when reading that same code. Conversely, high-quality AI code that feels natural to read is often judged as 100% human-written by the tool. This suggests that AI-generated code might possess an unquantifiable 'code smell' where machine detection and human intuition align.

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