You already use large language models. The real question is whether you use them well — and whether you would stake a clinical decision on what comes back. Most of us are stuck at one-shot: ask, read, take it or leave it. Beyond One-Shot is the course for everything that comes after. In four hours you will master the two skills that separate casual prompting from clinical-grade work: a prompt has an architecture you can learn and repeat, and output is a draft you can audit. You will leave with both — with BRIDGE, a six-point framework (Bias · Reasoning · Information sourcing · Disagreement · Generalizability · Edge cases), you will have applied to your own work before you walk out the door, and with reusable custom prompts you built that turn the work you do in this room into a faster, more efficient week, every week.
This is a hands-on course with lectures attached, not the other way around. Nearly 60% of instruction — 120 of 205 minutes — is spent at six 20-minute stations built around what hospitalists actually do: generating differentials and retrieving evidence, drafting progress notes and discharge summaries, doing scholarly work with citations you can trust, auditing your own output against BRIDGE, sharpening clinical reasoning by prompting the model to disagree with you, and building reusable prompts, skills, and connectors that keep working long after you go home. Two short lectures set up each block — the first teaches prompt architecture (role · context · task · format, then constraints, meta prompting, and recursive prompting); the second demonstrates BRIDGE live on a deliberately flawed output so you watch it catch real failures before you hunt for your own.
You will not get stuck. Every station runs at a 5-to-1 learner-to-faculty ratio — a facilitator close enough to read your prompt and tell you why it isn’t working. Bring your laptop, bring your accounts, and bring the tasks that eat your day. By Monday morning you will be doing things with an LLM you did not know were possible on Friday.
View the agenda here.
Participants must bring their own laptop and charger to take part in this course.