What do you actually offer a senior resident who's months away from being your colleague? They've passed their boards, their knowledge is solid, and they can clearly do the job. In this episode we work through that question from a recent clinic supervision and land on two practical tools: deliberate role modeling (borrowing from Northouse's behavioral leadership theory) and intellectual candor — showing learners where you still struggle, not just what you know.
From an AI corollary, the things that have made language models dramatically more useful over the past two years — context engineering, "soul" and user documents in agent frameworks like OpenClaw, built-in self-reflection loops — look a lot like what we're trying to instill in advanced learners: values, systems thinking, and a sense of the culture they're entering, not more facts. We also ask whether AI models suffer from imposter syndrome or overconfidence, why sycophancy is a self-efficacy problem, and what a model "breakdown" after failed attempts tells us about the cultures we build for humans and machines alike.
Chapters
(00:00) What can you teach a learner who already knows the textbook?
(02:55) Imposter syndrome and self-efficacy in new attendings
(05:45) Role modeling as behavioral leadership: task-based and relational
(10:20) Intellectual candor: showing your own struggles on purpose
(14:50) Growth mindset and the confidence it takes to be vulnerable
(15:30) The AI parallel: prompt engineering, context, and OpenClaw's "soul" document
(19:00) It's not how smart, it's what values you're infusing
(23:30) Correcting practice patterns and reinforcing group culture
(25:45) Do AI models have imposter syndrome? Confidence thresholds and sycophancy
(29:00) The old "you must know the answer" culture, and why it's shifting
(30:30) Wrap-up: advanced learners
Mentioned in this episode
Northouse, Leadership: Theory and Practice (behavioral approach)
Elizabeth Molloy on intellectual candor in medical education (2019)
CanMEDS roles beyond Medical Expert
OpenClaw and agent "soul"/user documents
AI use:
- Nano banana for cover art
- Descript for transcription editing
