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The accuracy of AI detection tools and their varying false-positive rates
A single isolated sentence cannot be classified as definitively “AI” or “human” with high confidence using current public tools; commercial detectors advertise sentence-level highlights and high accur...
Major products use different — from statistical/perplexity checks and proprietary classifiers to ensemble scoring and watermark detection — and report wildly different that depend as much on testing m...
Investigators use a layered mix of technical forensics, statistical detectors, (OSINT) and legal processes to trace anonymous channels and link them to broader networks: from low-level metadata and di...
Commercial AI‑detection tools claim they can identify AI‑generated text and even the originating model, and some vendors report very high accuracy in tests . Independent academic testing and educator ...