SStepheninai-content-detection.hashnode.dev·Jun 5 · 7 min readWhy Single-Model AI Detectors Are Failing (And What Actually Works) AI detection has a reputation issue. The problem is that early detectors weren't accurate enough. This article breaks down why the dominant approach to AI content detection is fundamentally fragile an00