{"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 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","show_page_url":"https://stenobird.com/podcast/from-models-to-medicine-7769799","url":"https://podcasters.spotify.com/pod/show/kami-think-tank/episodes/Episode-15-Stacking-AI-with-Quantum-in-the-Sciences-e3k3ep7","audio_url":"https://anchor.fm/s/110164688/podcast/play/120748263/https%3A%2F%2Fd3ctxlq1ktw2nl.cloudfront.net%2Fstaging%2F2026-4-30%2Fb5d6ba7e-417c-ebdd-1595-0f0352154f7a.mp3","summary":"Anna Benefiel has spent over 20 years in healthcare innovation, and she's tired of watching life sciences sit on the sidelines of quantum computing. In this episode, she makes a direct case for why pharma needs to stop treating quantum as a future problem and start treating it as a present opportunity. We get into what quantum actually does that classical computing cannot, why probabilistic nuance matters for complex biological problems, and where the real near-term value lives: clinical trial optimization, supply chain, and cell culture yields. We also dig into what happens when you stack quantum on top of AI. Anna points to models already using standard histopathology slides to generate spatial proteomic maps for lung cancer, and argues quantum is what takes discoveries like that to the next order of magnitude. *The views represented on this podcast are not a reflection of Strangeworks.","meta_description":"Anna Benefiel has spent over 20 years in healthcare innovation, and she's tired of watching life sciences sit on the sidelines of quantum computing. In th…","key_points":[],"chapters":[],"topics":[],"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 agent-friendly Markdown representation of this episode resource."}]}}