The Model Picks the Code, the Rules Decide: Guardrails for an LLM-Driven Medical Interview

What should an LLM be allowed to decide in a medical interview, and what must stay in code? A 40-minute engineering talk built on measurements from MedBot, followed by 20 minutes of Q&A. MedBot is a research prototype that conducts structured medical interviews with synthetic patients in simulated cases, then hands the resulting report to a physician evaluator. It never gives advice to patients. What you'll see Who it's for Engineers building LLM features in regulated or high-stakes domains: healthcare, finance, legal. The implementation uses Java and Spring AI with Anthropic and open-weight models; the patterns are stack-agnostic. Logistics About the speaker Piotr Obolewicz is a senior Java engineer building production AI systems, currently for healthcare triage. Based in Fukuoka and Warsaw. More at obolewicz.com