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claudiodegenua/README.md

Claudio De Genua

Independent researcher (Rome, Italy) — deterministic evaluation of how language models handle contested claims.

  • precorrect-method — the methodology, protocol, limits and reported results of the project, including the withdrawn figures and the baselines that beat the detector. Published before it flatters: the correction ledger is the point.
  • ORCID: 0009-0008-5896-3172
  • Corpus and publishing project: teocentro.com

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  1. claudiodegenua claudiodegenua Public

  2. precorrect-method precorrect-method Public

    A deterministic detector for how LLMs handle contested claims - methodology, protocol and reported results (no code, no benchmark cells)