This session with Dr. Matthew Robinson will discuss Building and Deploying Contextual AI for Antibiotic Prescribing. This session covers challenges in translating clinical guidelines into machine instructions, trade-offs in deterministic vs LLM-driven decision support, limitations in data availability in production EHRs, real-world barriers to running LLMs to support clinical decision-making in production, and differences in reporting vs production EHR data. #healthai #johnshopkins #healthinformatics https://bids.jhmi.edu/about/events-also-past-grand-rounds/