In AI text detection, the defender moves second — a rare advantage
maksym_andr · x · 2026-09-17
An interesting inversion of the usual security dynamic: while attackers typically move second and adapt, AI-generated text detection flips this — detectors like Pangram can be retrained on outputs from new LLMs and humanizers, enabling post-hoc detection. Texts AI-generated today may be identified later, giving defenders a structural edge.
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