12,637 papers · updated 18 Sept 2026livingmeta.ai
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Research method

Literature Review

The Literature Review method comprises 1,440 papers in this corpus published between 1989 and 2026.

Themes covered

  • Responsible AI Use304 (21%)
  • AI Literacy Training143 (10%)
  • Institutional Policy102 (7%)
  • AI-Assisted Discovery88 (6%)
  • Hallucination Control85 (6%)
  • AI Manuscript Writing77 (5%)

Research domains

  • AI Governance267 (19%)
  • Research Integrity205 (14%)
  • Knowledge Synthesis145 (10%)
  • Data Analysis129 (9%)
  • Doctoral Training120 (8%)
  • Human-AI Collaboration119 (8%)

Frequent sub-topics

generative AI applications in educational contexts · 2Generative AI in Korean language learning; responsible classroom integration · 1multi-layer governance of generative AI-enabled platforms · 1large language models in electronic health records systems · 1AI agents in software development lifecycle and governance · 1algorithmic bias in AI-based clinical decision systems · 1unintended side effects and risk mitigation across AI applications · 1directions and disciplinary adoption of AI across domains · 1

Representative papers

Related priority directions