{"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":"Use Case Thursday: Should You Host Your Own AI Model?","slug":"use-case-thursday-should-you-host-your-own-ai-model","published_at":"2026-08-06T10:13:00+00:00","page_url":"https://stenobird.com/podcast/generative-ai-101-6932184/use-case-thursday-should-you-host-your-own-ai-model","show_page_url":"https://stenobird.com/podcast/generative-ai-101-6932184","url":"https://generativeai101.podbean.com/e/use-case-thursday-should-you-host-your-own-ai-model/","audio_url":"https://mcdn.podbean.com/mf/web/h4kpy5zjptdc6dv6/UseCaseThursday080626.mp3","summary":"Open weights make self-hosting an AI model look almost too easy, but host Emily Laird breaks down what actually happens after you hit download. This episode walks through the infrastructure, staffing, security and compliance costs that separate a slick demo from a real institutional service, including GPU power draws, KV cache limits and FERPA obligations. It's a reality check on when owning your own model actually saves money, and when it just means insourcing a cloud provider without the cloud provider's scale. If you've ever heard someone ask \"why are we paying Microsoft,\" this episode answers it. 🎯 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 http://www.linkedin.com/in/meet-emily-laird","meta_description":"Open weights make self-hosting an AI model look almost too easy, but host Emily Laird breaks down what actually happens after you hit download. This episo…","key_points":[],"chapters":[],"topics":[],"duration_seconds":826,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/generative-ai-101-6932184/episodes/use-case-thursday-should-you-host-your-own-ai-model/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/use-case-thursday-should-you-host-your-own-ai-model.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}