A clean sweep at COLM 2026: 3/3 papers accepted! ReLay studies the benefits and risks of personalized health summaries; MedConceal tests how well models uncover and address patients’ hidden concerns; and SEA learns reusable diagnostic rules through jointly optimized reasoning and dual memory. I’ll be in San Francisco for the conference—please say hello! 🌉🎉