In-context: July 20, 2025

Here’s a quick wrap of the three papers we found interesting over the last few weeks with some take home points.

• 1:00 - Clinical knowledge in LLMs does not translate to human interactions
• 06:45 - From Tool to Teammate: A Randomized Controlled Trial of Clinician-AI Collaborative Workflows for Diagnosis
• 11:55 - Advancing Real-time Pandemic Forecasting Using Large Language Models: A COVID-19 Case Study

More details in the show notes on our website.

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