{"podcast":{"title":"Generative AI 101","slug":"generative-ai-101-6932184","podcast_index_feed_id":6932184,"rss_url":"https://feed.podbean.com/generativeai101/feed.xml","website_url":"https://generativeai101.podbean.com","image_url":"https://pbcdn1.podbean.com/imglogo/image-logo/18828923/2026-Podcast-Cover-GenAI-101-002.jpg","author":"Emily Laird","episode_count":338,"summary":"Welcome to Generative AI 101, your go-to podcast for learning the basics of generative artificial intelligence in easy-to-understand, bite-sized episodes. Join host Emily Laird, AI Integration Technologist and AI lecturer, to explore key concepts, applications, and ethical considerations, making AI accessible for everyone.","last_synced_at":"2026-09-17T00:18:23.945962+00:00","page_url":"https://stenobird.com/podcast/generative-ai-101-6932184"},"episode":{"title":"AI in Healthcare: The Recommendation Loop","slug":"ai-in-healthcare-the-recommendation-loop","published_at":"2026-08-26T13:19:16+00:00","page_url":"https://stenobird.com/podcast/generative-ai-101-6932184/ai-in-healthcare-the-recommendation-loop","show_page_url":"https://stenobird.com/podcast/generative-ai-101-6932184","url":"https://generativeai101.podbean.com/e/ai-in-healthcare-the-recommendation-loop/","audio_url":"https://mcdn.podbean.com/mf/web/2kmunyzy2vjzwzwu/03HealthcareRecommendation.mp3","summary":"Federal law lets thousands of clinical AI tools skip FDA review on a single assumption: that a clinician independently checks the recommendation before acting on it. Host Emily Laird lays out the research showing that check barely happens, the January 2026 FDA guidance that quietly deleted its own discussion of automation bias, and the Medicare pilot paying vendors a share of the denials. The machines got smart, so that argument is finished. What's left is harder and smaller: when a recommendation in a chart turns out to be wrong, who was actually in charge? 🎯 JOIN THE AI WEEKLY MEETUPS https://www.uwstout.edu/ai-weekly-meetup 📩 EMAIL REMINDERS FOR THE MEETUPS https://app.e2ma.net/app2/audience/signup/2101263/1779703/ 💬 CONNECT WITH EMILY LAIRD ON LINKEDIN","meta_description":"Federal law lets thousands of clinical AI tools skip FDA review on a single assumption: that a clinician independently checks the recommendation before ac…","key_points":[],"chapters":[],"topics":[],"duration_seconds":750,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/generative-ai-101-6932184/episodes/ai-in-healthcare-the-recommendation-loop/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/generative-ai-101-6932184/ai-in-healthcare-the-recommendation-loop.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}