Why Do AI Detectors Fail?
A no-nonsense breakdown of detector failure modes: short text, mixed authorship, editing, and domain style effects.
Common failure patterns
Detectors fail when text lacks enough signal or when human and AI patterns are heavily mixed.
High-stakes workflows should always include review steps beyond the score.