Skip to Main Content

A.I.: AI Integration

A guide to using AI to enhance learning outcomes, personalize the study experience, and equip yourself with cutting-edge skills for your academic and professional future.

How to Integrate AI

Which tools you use and how you use them will depend upon where you are in your educational career; preclinical students will have different needs than clinical students or faculty.  Below are some possible uses and a timeline for integrating various AI tools into your workflow.

Integration Based on Role

Preclinical Students

1. Start with LASSI-Based Study Planner to establish baseline

2. Use Adaptive Question Generator for regular practice

3. Implement Wrong Answer Journal from day one

4. Utilize Free-Response system for complex topics

Clinical Students

1. Modify LASSI plan for rotation schedules

2. Focus on case-based questions

3. Use Wrong Answer Journal for shelf exam prep

4. Emphasize clinical vignette practice

Faculty

1. Use Free Response system for assessment creation

2. Monitor class-wide Wrong Answer Journal patterns

3. Adapt question difficulty based on performance

4. Create custom clinical scenarios. 

Implementation Timeline

Week 1-2: Foundation

  • Complete LASSI assessment
  • Set up Wrong Answer Journal
  • Establish baseline in key areas

Week 3-4: Integration

  • Begin regular question practice
  • Implement study schedule
  • Start tracking performance

Week 5+: Optimization

  • Analyze performance patterns
  • Adjust study strategies
  • Expand question complexity

Best Practices

Students should begin with a LASSI-based study plan to organize and keep track of studying.  Use the question generators regularly for practice and maintain a Wrong Answer Journal to best analyze how you are doing. Collaborate with peers on similar topics. 

Faculty can use the Free-Response creator for assessments and generate practice questions for student review.  You can then analyze common student mistakes using the Wrong Answer Journal framework and incorporate fast/slow thinking principles into course design.