Observed arrival · 2026-09-05
Truth-in-AI, with receipts
TriGeoChiral offers a signed, benchmark-tested detector for AI-written text, with API access priced at $0.05 per verified result.
Field notes
The project separates detection from verification: its signed JSON result, public key, dataset manifest, and AUC calculations can be checked through a Python package and a short terminal workflow. The displayed RAID matrix covers baseline, paraphrase, homoglyph, synonym, and code conditions for German and Czech, with some cells marked as not yet shipped. The service advertises CPU-only execution under 10 milliseconds per document and offers ten free API calls before charging per result.
Observed signals
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Editorial observations of this landing page, not a rating.
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