In episode 72 of The Gradient Podcast, Daniel Bashir speaks to Brigham Hyde.Brigham is Co-Founder and CEO of Atropos Health. Prior to Atropos, he served as President of Data and Analytics at Eversana, a life sciences commercialization service provider. He led the investment in Concert AI in the oncology real-world data space at Symphony AI. Brigham has also held research faculty positions at Tufts University and the MIT Media Lab.Have suggestions for future podcast guests (or other feedback)? Let us know here or reach us at editor@thegradient.pubSubscribe to The Gradient Podcast:  Apple Podcasts  | Spotify | Pocket Casts | RSSFollow The Gradient on TwitterOutline:* (00:00) Intro* (01:55) Brigham’s background* (06:00) Current challenges in healthcare* (12:33) Interpretablity and delivering positive patient outcomes* (17:10) How Atropos surfaces relevant data for patient interventions, on personalized observational research studies* (22:10) Quality and quantity of data for patient interventions* (27:25) Challenges and opportunities for generative AI in healthcare* (35:17) Database augmentation for generative models* (36:25) Future work for Atropos* (39:15) Future directions for AI + healthcare* (40:56) OutroLinks:* Atropos Health homepage* Brigham’s Twitter and LinkedIn Get full access to The Gradient at thegradientpub.substack.com/subscribe