Is there an AI for detecting ai-written text?

Detectors reliably catch lazy copy-paste, and the best report false-positive rates well under one percent on their own benchmarks. Light paraphrasing degrades every one of them, and independent testing finds real-world error rates high enough to end a career rather than start an accusation. A signal, never evidence.