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Back to datasetsKey Variables Task completion time; work quality; analytical depth; hallucination rates; productivity metrics AI/Tech Tracking Vincent AI (RAG) and o1-preview reasoning model usage Access Details Available from authors Notes Vincent AI: 38-115% productivity gains; o1-preview: 34-140% gains; both tools enhanced legal work quality
Schwarcz AI-Powered Lawyering 2025
AI-Powered Lawyering: AI Reasoning Models, Retrieval Augmented Generation, and the Future of Legal Practice
AI-focusedPublicWorker-side
Visit Dataset- Specific Type
- Experimental AI usage evidence
- Dataset Type
- Cross-sectional
- Institution
- University of Minnesota; University of Michigan; Centre for Governance of AI
- Institution Type
- Academia
- Level of Focus
- Individual
- Most Granular Level
- Individual law student level
- Perspective
- Worker-side
- Time Coverage
- 2025
- Frequency
- One-time experiment
- Sample Size
- 127 law students
- Geographic Detail
- National (US)
- Occupational Classification
- Law students/Legal professionals
- Industrial Classification
- Legal services
- Other Classification
- Task complexity; legal specialization areas