{"podcast":{"title":"From Models to Medicine","slug":"from-models-to-medicine-7769799","podcast_index_feed_id":7769799,"rss_url":"https://anchor.fm/s/110164688/podcast/rss","website_url":"https://podcasters.spotify.com/pod/show/kami-think-tank","image_url":"https://d3t3ozftmdmh3i.cloudfront.net/staging/podcast_uploaded_nologo/45548626/45548626-1773273198170-a0661f37581aa.jpg","author":"KAMI Think Tank","episode_count":19,"summary":"At KAMI Think Tank, we love cutting through the AI hype to showcase where the technology actually stands and how to use it meaningfully within the life sciences. Now, we're bringing that same clarity with our community to a brand new podcast: From Models to Medicine. Every week, we sit down with a real practitioner in the life sciences, whether they're working in the lab, leading innovation at a biotech, or building tools to better serve scientists. We discuss how they cut through the hype of AI and practically leverage the tool in their scientific workflows. Glad to have you here.","last_synced_at":"2026-07-30T04:19:36.234491+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799"},"episode":{"title":"Episode 6: Digital Twins, Real-World Evidence, and the Future of Clinical Trials","slug":"episode-6-digital-twins-real-world-evidence-and-the-future-of-clinical-trials","published_at":"2026-04-29T16:07:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-6-digital-twins-real-world-evidence-and-the-future-of-clinical-trials","show_page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-6-Digital-Twins--Real-World-Evidence--and-the-Future-of-Clinical-Trials-e3iiirv","audio_url":"https://anchor.fm/s/110164688/podcast/play/119146815/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-3-28%2Ff191e254-7243-15da-04b8-59334e94f769.mp3","summary":"What does it actually take to make AI work inside a pharmaceutical company and why do so many efforts stall after the model is built? Pranay Mohanty , from J&J Innovative Medicine, joins us to talk about how building the model is only one part of the work and what can happen when you try to apply that model to messy, real-world data. We dig into how teams are starting to use digital twins to simulate patients and rethink trial design, what it looks like to work alongside regulators like the U.S. Food and Drug Administration, and why keeping a human in the loop isn’t optional. Along the way, we share how AI is actually shaping portfolio decisions today and where the limits still are.","meta_description":"What does it actually take to make AI work inside a pharmaceutical company and why do so many efforts stall after the model is built? Pranay Mohanty , fro…","key_points":[],"chapters":[],"topics":[],"duration_seconds":2738,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-6-digital-twins-real-world-evidence-and-the-future-of-clinical-trials/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-6-digital-twins-real-world-evidence-and-the-future-of-clinical-trials.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}