{"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. 23 Under Pressure: AI, Earnings Tests, and the New Squeeze on Higher Ed","slug":"ep-23-under-pressure-ai-earnings-tests-and-the-new-squeeze-on-higher-ed","published_at":"2026-02-23T08:05:36+00:00","page_url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550/ep-23-under-pressure-ai-earnings-tests-and-the-new-squeeze-on-higher-ed","show_page_url":"https://stenobird.com/podcast/unfixed-how-ai-is-reshaping-the-university-7342550","url":"https://www.meltsintoair.org/unfixedpodcast/under-pressure-ai-earnings-test","audio_url":"https://static1.squarespace.com/static/5f624c707d4c797a5b5177f9/t/6998b55fd8360774f3b3435c/1771615666797/Unfixed+-+Pressure+%28RTG%29.mp3","summary":"AI-driven entry-level job disruption and new federal earnings test rules are colliding—putting mid-tier public universities, especially in California, under growing pressure.","meta_description":"AI-driven entry-level job disruption and new federal earnings test rules are colliding—putting mid-tier public universities, especially in California, und…","key_points":[],"chapters":[],"topics":[],"duration_seconds":1624,"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-23-under-pressure-ai-earnings-tests-and-the-new-squeeze-on-higher-ed/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-23-under-pressure-ai-earnings-tests-and-the-new-squeeze-on-higher-ed.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}