How AI detection works and why it matters for modern platforms Understanding the mechanics behind ai detectors begins with the basic premise that generated content has subtle statistical and stylistic fingerprints. These systems analyze patterns in grammar, token distribution, sentence length variability, and semantic coherence to distinguish between human-authored text and material produced by language…