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Discussion on which area of healthcare will see the biggest transformation from AI in the next few years, including diagnosis, drug discovery, patient monitoring, and medical imaging.
AI in hospitals aims to improve operational workflows and support clinical decisions rather than replace doctors, emphasizing integration into existing systems for tasks like triage, lab review, and patient monitoring.
RealICU is a hindsight-annotated benchmark for evaluating LLMs in ICU settings, covering four physician-motivated tasks. Experiments reveal that existing LLMs struggle with recall-safety tradeoffs and anchoring bias, while a new structured-memory agent improves reasoning but not fully eliminate safety failures.