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sortition

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Research testbed pairing allotment (maximin stratified sortition, Flanigan et al. Nature 2021) with ntqr algebraic logic for ground-truth-free evaluation of noisy binary classifiers — a 96-seed grid over 3/6/9/12-judge panels and 300-item corpora, validated against live gemma3:4b reviewers via Ollama.

  • Updated Aug 29, 2026
  • Python

Self-auditing governance that starts at community scale and grows only by consent. AI audits, humans decide. Sources graded, every unsolved problem named in the text.

  • Updated Aug 8, 2026
  • Python

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