In-context: December 2, 2025

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

• 00:30 - Ambient AI RCTs

  • A Pragmatic Randomized Controlled Trial of Ambient Artificial Intelligence to Improve Health Practitioner Well-Being

  • Ambient AI Scribes in Clinical Practice: A Randomized Trial

  • AI Scribes Are Not Productivity Tools (Yet)

• 09:55 - Language models cannot reliably distinguish belief from knowledge and fact

• 17:20 - Extracting social determinants of health from electronic health records: development and comparison of rule-based and large language models-based methods

More details in the show notes on our website.

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