KeyLIME+

[32] Designing Learning That Learns: The Promise of Precision Medical Education This episode was first released on January 06, 2026   In this episode of KeyLIME+, Adam speaks with Dr. Sanjay Desai to explore the concept of precision education in medical training. They discuss how data and technology can personalize medical education, making it more efficient and tailored to individual learner needs. Sanjay emphasizes the importance of using data to assess learner performance and the need for a shift in power towards learners, allowing them greater agency in their education. The conversation also touches on the foundational principles of precision education, the challenges of implementing these innovations, and the balance between fostering innovation and ensuring trust in medical education.   Length of episode:  35:28  Contact    Contact us: [email protected]      Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski     

[28] Cookies, Charisma & Bias: Exploring the Hidden Consequences and Impact of Teaching Evaluations This episode was first released on November 11, 2025 Description In this episode, Adam (and resident guest co-host Mario Corrado) speak with Dr. Lynfa Stroud about the complexities of teaching evaluations in medical education. They discuss some of the biases that influence evaluations, the unintended consequences that can arise, and the delicate power dynamics between learners and educators. Their conversation underscores the need for a more nuanced, supportive approach to assessing teaching quality - one that moves beyond student ratings to foster genuine growth and development in medical education.  Length of episode: 48:34  Resources to check out   How Teacher Evaluations Broke the University "We give them all A's, and they give us all fives." By Rose Horowitch  https://www.theatlantic.com/ideas/archive/2025/09/teacher-evaluations-grade-inflation/684185/    The Doctor Fox Lecture: A Paradigm of Educational Seduction Donald H. Naftulin, M.D., John E. Ware, Jr., and Frank A. Donnelly https://romanfrigg.org/wp-content/uploads/links/Dr_Fox_Lecture.pdf    Stroebe, W. (2020). Student Evaluations of Teaching Encourages Poor Teaching and Contributes to Grade Inflation: A Theoretical and Empirical Analysis. Basic and Applied Social Psychology, 42(4), 276–294. https://doi.org/10.1080/01973533.2020.1756817  https://www.tandfonline.com/doi/full/10.1080/01973533.2020.1756817      Contact us: [email protected]     Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski      

On this episode of KeyLIME+, Adam sits down with 'the medical futurist', Dr. Bertalan Meskó, to explore what it means to prepare for the future of medicine in an era currently shaped by artificial intelligence. Using prompt engineering as a starting point, the conversation moves beyond the technical to focus on a deeper shift in how clinicians adapt in the face of rapid change. Together, they examine the risks of over-reliance on AI, the pitfalls of bold predictions, and the enduring role of human connection in healthcare. The discussion ultimately reframes AI not as the destination, but as a tool for helping clinicians prepare for what lies ahead.  Length of Episode: 39:23  Resources to check out:  Meskó B. Prompt Engineering as an Important Emerging Skill for Medical Professionals: Tutorial. J Med Internet Res. 2023 Oct 4;25:e50638.    Episode 38 AI and Emerging Skill Gaps: Deskilling, Never-Skilling, Mis-Skilling – and What Educators Can Do About It All  Contact us: [email protected]     Follow: Dr. Adam Szulewski https://x.com/Adam_Szulewski