{"podcast":{"title":"Unfixed: How AI Is Reshaping the University","slug":"unfixed-how-ai-is-reshaping-the-university-7342550","podcast_index_feed_id":7342550,"rss_url":"https://www.meltsintoair.org/unfixedpodcast?format=rss","website_url":"https://www.meltsintoair.org/unfixedpodcast/","image_url":"https://images.squarespace-cdn.com/content/v1/5f624c707d4c797a5b5177f9/32f95797-75c1-4c5e-9218-8797b4f010e7/Unfixed+Podcast+Cover+Art+3.png?format=1500w","author":"Zach Justus and Nik Janos","episode_count":29,"summary":"Unfixed is a podcast for anyone interested in how generative AI is transforming higher education, from teachers and administrators to students and curious learners. Hosted by the faculty behind the blog Melts into Air, it offers candid reflections on a university system in flux, where even the mission of higher ed is up for debate.","last_synced_at":null,"page_url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550"},"episode":{"title":"Ep. 28 AI Retrofit Workshops: Redesigning Teaching for the Age of AI","slug":"ep-28-ai-retrofit-workshops-redesigning-teaching-for-the-age-of-ai","published_at":"2026-05-04T07:05:40+00:00","page_url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550/ep-28-ai-retrofit-workshops-redesigning-teaching-for-the-age-of-ai","show_page_url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550","url":"https://www.meltsintoair.org/unfixedpodcast/ep-28-ai-retrofit-workshops-redesigning-teaching-for-the-age-of-ai","audio_url":"https://static1.squarespace.com/static/5f624c707d4c797a5b5177f9/t/69d6d91527477f0e5def3af0/1775688041181/Retrofit+RTG.mp3","summary":"In this episode of Unfixed, we unpack what it actually means to run AI retrofit workshops—where faculty redesign assignments and learning outcomes for a world shaped by generative AI. Rather than hype or quick fixes, this work starts from disruption: courses no longer behave as intended, and instructors are left to figure out what still holds. We explore the emotional and intellectual reality faculty face, and why time, structure, and trust—not tools—are the real interventions. Retrofit emerges not as innovation, but as necessary maintenance for teaching that still has to function.","meta_description":"In this episode of Unfixed, we unpack what it actually means to run AI retrofit workshops—where faculty redesign assignments and learning outcomes for a w…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1560,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/unfixed-how-ai-is-reshaping-the-university-7342550/episodes/ep-28-ai-retrofit-workshops-redesigning-teaching-for-the-age-of-ai/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550/ep-28-ai-retrofit-workshops-redesigning-teaching-for-the-age-of-ai.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}