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Position: Science of AI Evaluation Requires Item-level Benchmark Data

Strategic angle: arXiv:2604.03244v1 Announce Type: new Abstract: AI evaluations have become the primary evidence for deploying generative AI systems across high-stakes domains. However, current evaluation paradigms often exhibit systemic

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Updated 4 days ago
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Summary

  • Primary development: Position: Science of AI Evaluation Requires Item-level Benchmark Data
  • Coverage synthesized from 1 sources in the cluster.
  • This draft should be editor-reviewed before publication.

Key Facts

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Primary source ArXiv AI
Source count 1
First published 2026-04-07T04:00:00.000Z

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