Academic inquiry, practical questions
Research
Examining how people learn, exercise judgment and work responsibly with AI in legal settings.
Studies and research environments in development
Evidence that can shape the work.
Stronger assisted output does not necessarily demonstrate stronger independent skill. Research can help distinguish immediate performance from learning that lasts, and test what useful assessment can establish.
Proposed methods, participation arrangements and uncertainties are described on each project page. Development plans may change as questions and study designs are refined.
Legal education · Proposed study
Project Sophia
AI-assisted memo writing and later unaided legal research and reasoning among first-year law students.
Explore Project SophiaResearch agenda · Provisional directions
Future Research
Open questions in human oversight, lasting learning, professional assessment and reliable measurement.
Explore Future ResearchBring another perspective.
Research ideas, methodological expertise, teaching experience and practical questions can help shape useful inquiries.
Discuss a research collaborationParticipant interest requests are available from the relevant project page.