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human-alignment

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Audit of presentation effects and biases in Jev, Clef Flash, and Perplexity Decider across humor, helpfulness, and summarization. Includes 702,000 recorded judgments and offline reproduction.

  • Updated Oct 13, 2026
  • Python

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