{"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"},"episodes":[{"title":"Episode 18: Why Does mRNA Keep Breaking AI Models?","slug":"episode-18-why-does-mrna-keep-breaking-ai-models","published_at":"2026-07-29T14:37:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-18-why-does-mrna-keep-breaking-ai-models","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-18-Why-Does-mRNA-Keep-Breaking-AI-Models-e3mcg0n","duration_seconds":2408,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-18-why-does-mrna-keep-breaking-ai-models/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-18-why-does-mrna-keep-breaking-ai-models.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 17: Garbage Data, Toxic Exposure, and the AI Gap in Environmental Health","slug":"episode-17-garbage-data-toxic-exposure-and-the-ai-gap-in-environmental-health","published_at":"2026-07-22T14:58:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-17-garbage-data-toxic-exposure-and-the-ai-gap-in-environmental-health","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-17-Garbage-Data--Toxic-Exposure--and-the-AI-Gap-in-Environmental-Health-e3mc99o","duration_seconds":2470,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-17-garbage-data-toxic-exposure-and-the-ai-gap-in-environmental-health/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-17-garbage-data-toxic-exposure-and-the-ai-gap-in-environmental-health.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 16: Why Chemistry has Held Drug Discovery Back","slug":"episode-16-why-chemistry-has-held-drug-discovery-back","published_at":"2026-07-15T15:05:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-16-why-chemistry-has-held-drug-discovery-back","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-16-Why-Chemistry-has-Held-Drug-Discovery-Back-e3k3es8","duration_seconds":2255,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-16-why-chemistry-has-held-drug-discovery-back/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-16-why-chemistry-has-held-drug-discovery-back.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 15: Stacking AI with Quantum in the Sciences","slug":"episode-15-stacking-ai-with-quantum-in-the-sciences","published_at":"2026-07-08T14:59:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-15-stacking-ai-with-quantum-in-the-sciences","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-15-Stacking-AI-with-Quantum-in-the-Sciences-e3k3ep7","duration_seconds":2690,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-15-stacking-ai-with-quantum-in-the-sciences/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-15-stacking-ai-with-quantum-in-the-sciences.md","description":"Read the 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episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-14-the-drug-discovery-problems-ai-alone-can-t-solve.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 13: The Microbiome is Messier Than You Think","slug":"episode-13-the-microbiome-is-messier-than-you-think","published_at":"2026-06-17T15:10:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-13-the-microbiome-is-messier-than-you-think","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-13-The-Microbiome-is-Messier-Than-You-Think-e3k3ebh","duration_seconds":1801,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-13-the-microbiome-is-messier-than-you-think/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-13-the-microbiome-is-messier-than-you-think.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 12: Your Life Sciences Data Isn't Ready for AI","slug":"episode-12-your-life-sciences-data-isn-t-ready-for-ai","published_at":"2026-06-10T15:28:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-12-your-life-sciences-data-isn-t-ready-for-ai","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-12-Your-Life-Sciences-Data-Isnt-Ready-for-AI-e3k3e33","duration_seconds":2954,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-12-your-life-sciences-data-isn-t-ready-for-ai/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-12-your-life-sciences-data-isn-t-ready-for-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 11: From the Gut to the Brain - Rethinking Parkinson's with AI","slug":"episode-11-from-the-gut-to-the-brain-rethinking-parkinson-s-with-ai","published_at":"2026-06-03T15:43:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-11-from-the-gut-to-the-brain-rethinking-parkinson-s-with-ai","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-11-From-the-Gut-to-the-Brain---Rethinking-Parkinsons-with-AI-e3j9qc7","duration_seconds":2914,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-11-from-the-gut-to-the-brain-rethinking-parkinson-s-with-ai/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-11-from-the-gut-to-the-brain-rethinking-parkinson-s-with-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 10: When AI Gets It Wrong, Patients Pay the Price","slug":"episode-10-when-ai-gets-it-wrong-patients-pay-the-price","published_at":"2026-05-27T22:24:44+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-10-when-ai-gets-it-wrong-patients-pay-the-price","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-10-When-AI-Gets-It-Wrong--Patients-Pay-the-Price-e3jukl6","duration_seconds":2290,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-10-when-ai-gets-it-wrong-patients-pay-the-price/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-10-when-ai-gets-it-wrong-patients-pay-the-price.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 9: Mitochondria, Machine Learning, and a Few Hard Lessons","slug":"episode-9-mitochondria-machine-learning-and-a-few-hard-lessons","published_at":"2026-05-20T15:39:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-9-mitochondria-machine-learning-and-a-few-hard-lessons","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-9-Mitochondria--Machine-Learning--and-a-Few-Hard-Lessons-e3j9q5f","duration_seconds":2623,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-9-mitochondria-machine-learning-and-a-few-hard-lessons/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-9-mitochondria-machine-learning-and-a-few-hard-lessons.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 8: The Equity Gap in Diagnostic AI","slug":"episode-8-the-equity-gap-in-diagnostic-ai","published_at":"2026-05-13T15:34:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-8-the-equity-gap-in-diagnostic-ai","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-8-The-Equity-Gap-in-Diagnostic-AI-e3j9q1e","duration_seconds":2540,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-8-the-equity-gap-in-diagnostic-ai/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-8-the-equity-gap-in-diagnostic-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 7: AI at the Bench: The New Wet Lab Workflow","slug":"episode-7-ai-at-the-bench-the-new-wet-lab-workflow","published_at":"2026-05-06T16:00:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-7-ai-at-the-bench-the-new-wet-lab-workflow","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-7-AI-at-the-Bench-The-New-Wet-Lab-Workflow-e3isfhe","duration_seconds":2704,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-7-ai-at-the-bench-the-new-wet-lab-workflow/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-7-ai-at-the-bench-the-new-wet-lab-workflow.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"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","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","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 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Travel","slug":"episode-5-animal-genomics-ai-and-the-future-of-space-travel","published_at":"2026-04-15T19:15:29+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-5-animal-genomics-ai-and-the-future-of-space-travel","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-5-Animal-Genomics--AI--and-the-Future-of-Space-Travel-e3hvaul","duration_seconds":2164,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-5-animal-genomics-ai-and-the-future-of-space-travel/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-5-animal-genomics-ai-and-the-future-of-space-travel.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 4: Your Clinical Brain is an AI Superpower","slug":"episode-4-your-clinical-brain-is-an-ai-superpower","published_at":"2026-04-08T15:14:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-4-your-clinical-brain-is-an-ai-superpower","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-4-Your-Clinical-Brain-is-an-AI-Superpower-e3hjg61","duration_seconds":1631,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-4-your-clinical-brain-is-an-ai-superpower/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-4-your-clinical-brain-is-an-ai-superpower.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 3: Limitations of AI in Life Sciences","slug":"episode-3-limitations-of-ai-in-life-sciences","published_at":"2026-04-01T16:04:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-3-limitations-of-ai-in-life-sciences","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-3-Limitations-of-AI-in-Life-Sciences-e3h761h","duration_seconds":2218,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-3-limitations-of-ai-in-life-sciences/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-3-limitations-of-ai-in-life-sciences.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 2: A Pathologist's Guide to the AI Transition","slug":"episode-2-a-pathologist-s-guide-to-the-ai-transition","published_at":"2026-03-25T20:00:12+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-2-a-pathologist-s-guide-to-the-ai-transition","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-2-A-Pathologists-Guide-to-the-AI-Transition-e3gvhkj","duration_seconds":1214,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-2-a-pathologist-s-guide-to-the-ai-transition/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-2-a-pathologist-s-guide-to-the-ai-transition.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Episode 1: Are Models Really Models?","slug":"episode-1-are-models-really-models","published_at":"2026-03-18T14:00:00+00:00","page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799/episode-1-are-models-really-models","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-1-Are-Models-Really-Models-e3gjh7q","duration_seconds":1301,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/from-models-to-medicine-7769799/episodes/episode-1-are-models-really-models/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-1-are-models-really-models.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]},{"title":"Podcast Trailer: 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