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    StealthWriter

    AI Detection Research

    Benchmarks, methodology notes, and policy guidance for teams that need AI-writing detection to be accurate, explainable, and responsible.

    AI Detection Benchmark 2026

    StealthWriter's January 2026 internal benchmark — 99.5% accuracy with a 0.5% false-positive rate on 20,000 balanced documents — and how detector accuracy is evaluated across current AI models, edited drafts, and human writing.

    Reducing False Positives in AI Detection

    A practical framework for lowering false-positive risk in academic and editorial AI-content reviews.

    Multilingual AI Detection Notes

    How StealthWriter approaches AI detection for multilingual writing and translated documents.