AI Content Detection Overview

Map AI-generated content detection. Learn the family taxonomy (statistical artefacts, classifier-based, watermark-aware, multimodal), the watermark-vs-detector split, evaluation realities (high false-positive rates that disproportionately hit non-native speakers and certain art styles), the harm story when detection is misused (student plagiarism panic), and why detection is best treated as a complement to provenance, not a replacement.