Coupled Graph–Policy Distillation for Personalized Medication Safety in Older Adults with Multimorbidity
The episode reviews a paper on ATLAS, a system for personalized medication safety in older adults with multiple conditions. ATLAS uses coupled graph-policy distillation to ask targeted questions and revise plans, achieving 92% success on a static benchmark versus 38% for Gemini, but only 23.68% on an interactive benchmark, highlighting limitations.