IACAI AI Integration Framework: Educator Matrix
Abstract
The AAMC, in collaboration with AMEE: The International Association for Health Professions Education, the International Association of Medical Science Educators (IAMSE), the Asia Pacific Medical Education Network (APMEN), and the Alliance of Academic Health Centers International (AAHCI), has convened the International Advisory Committee for ArtificialIntelligence.Representing diverse global perspectives, the IACAI Committee brings together expertise across regions and disciplines to ensure that emerging AI innovations and educational approaches can be harnessed for the benefit of learners, educators, and institutions worldwide.Organized by the AAMC's MedBiquitous program, this initiative aims to provide guidance and best practices for the health professions education (HPE) community.The Committee actively monitors the rapidly evolving AI landscape, identifying opportunities, challenges, and ethical considerations that impact learners and the faculty and staff who support them.Undergraduate medical educators play a pivotal role in shaping how the next generation of physicians understands and uses AI.In response to an international call for best practices, the IACAI collaborated with educators and AI experts worldwide to develop this proactive, systemsoriented framework guiding educators, institutions, and health professional organizations across 12 domains of AI integration: IACAI AI Integration Framework: Educator Matrix v2026 Equipping undergraduate medical educators to lead responsible AI integration For questions, feedback, or assistance using a resource, please contact us at medbiq@aamc.orgHow to Use This Matrix Step 1: Identify your role → Intrapersonal (Self), Micro (Educator), Meso (Institution), Macro (Organization), or Mega (Consortia).Step 2: Select a domain relevant to your context.Step 3: Find action steps in the corresponding cell of that domain's table.For additional resources and to learn more, visit: www.medbiq.org.1.
Publication details
- Publisher
- Association of American Medical Colleges (AAMC)
- Publication date
- 1 January 2026