Ethical AI Use, Transparency & Human-centredness

Adapted from Khamis, N., Ungaretti, T., Tackett, S. et al. From AI Literacy to Leadership: Milestones for Faculty Development in Health Professions Education. Med.Sci.Educ. (2025). https://link.springer.com/article/10.1007/s40670-025-02438-0

AI Training Resources for Domain II (Ethical AI Use, Transparency & Human-Centredness)

Proficiency	Resource	Provider	Details	Format
Novice	AI for Essential Digital Skills	AI Singapore	5 modules	eLearning
Advanced Beginner	Responsible AI use	AI Singapore	2 modules Prerequisite course: AI Fundamentals	eLearning
Advanced Beginner	AI101 in Health	SingHealth	6 modules	eLearning
Advanced Beginner	Generative AI for Educators with Gemini	Google	10 units	eLearning

Training resources have been mapped up to the Competent proficiency level. Additional resources for higher proficiency levels will be introduced in future updates.

AI Competency Domains for HPE

AI Training Resources for Domain II (Ethical AI Use, Transparency & Human-Centredness)