12,445 papers · continuously updated · last export: 10 Aug 2026livingmeta.ai
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Research method

Policy Analysis

The Policy Analysis method comprises 77 papers in this corpus published between 2006 and 2026.

Themes covered

  • Institutional Policy53 (69%)
  • Responsible AI Use16 (21%)
  • Hallucination Control1 (1%)
  • Authorship & Attribution1 (1%)
  • Evaluation & Benchmarks1 (1%)
  • Scholarly Publishing1 (1%)

Research domains

  • AI Governance56 (73%)
  • Research Integrity14 (18%)
  • Scholarly Infrastructure4 (5%)
  • Research Productivity1 (1%)
  • Peer Review1 (1%)
  • Literature Discovery1 (1%)

Frequent sub-topics

Epistemic risk governance for LLM use in art history instruction · 1Copyright law adaptation for generative AI content creation; fair use doctrine reform for AIGC · 1deterministic governance control for LLM coding agents · 1performance-based research funding, research evaluation policy · 1generative AI policy enactment in vocational education · 1public-private partnership for AI model development in science · 1intelligence education curriculum design for AI-assisted workflows · 1Evaluation frameworks for open-weight AI models and risk mitigation · 1

Representative papers

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