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

Experimental

The Experimental method comprises 1,307 papers in this corpus published between 1981 and 2026.

Themes covered

  • Hallucination Control248 (19%)
  • Responsible AI Use203 (16%)
  • Evaluation & Benchmarks137 (10%)
  • AI-Assisted Discovery130 (10%)
  • RAG for Research109 (8%)
  • Productivity Effects98 (7%)

Research domains

  • Research Integrity274 (21%)
  • Human-AI Collaboration231 (18%)
  • Data Analysis158 (12%)
  • Research Productivity107 (8%)
  • Academic Writing104 (8%)
  • Bias & Epistemic Risk76 (6%)

Frequent sub-topics

LLM performance in clinical decision support · 2detection of AI-generated survey responses from large language models · 1moral consistency in LLM decision-making under prompt perturbations · 1ai_collaboration_modalities_and_job_interview_performance · 1embodied_ai_presence_in_academic_study · 1AI Guard-Down Effect and cognitive offloading in cybersecurity and privacy behaviors · 1wisdom of crowds approach with LLM agents for fraud detection · 1employee resistance to Gen AI adoption and explainability · 1

Representative papers

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