Typed-decision models (noul / choice / score) trained by a self-improving loop of AI agents — checkpoints, the code that produced them, and every version that failed.
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Forensic auditing utility to expose and unmask failed visual-only PDF redactions by Taylor Wessing LLP. Designed to extract hidden text layers offline and verify GDPR compliance following the Valve Corporation data leak.