How Accurate Are AI Detectors?

Accuracy in practice depends on context. Here is how to interpret detector confidence without bad decisions.

Accuracy in real workflows

In real life, there is no universal accuracy number that fits all writing types.

Treat confidence scores as ranking signals: what to inspect first, not what to punish first.

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