# The Homework Machine: What AI Is Really Doing in Classrooms Page: https://stenobird.com/podcast/think-inclusive-316100/the-homework-machine-what-ai-is-really-doing-in-classrooms Text version: https://stenobird.com/podcast/think-inclusive-316100/the-homework-machine-what-ai-is-really-doing-in-classrooms.md Podcast: [Think Inclusive](https://stenobird.com/podcast/think-inclusive-316100) Published: 2026-01-29T19:28:42+00:00 Episode link: https://rss.com/podcasts/think-inclusive-pod/2504774 Audio file: https://content.rss.com/episodes/339589/2504774/think-inclusive-pod/2026_01_29_19_26_49_872b4e95-984d-4585-95d5-f26832f079c3.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/think-inclusive-316100/episodes/the-homework-machine-what-ai-is-really-doing-in-classrooms Duration seconds: 4151 ## Resource Justin Reich is an Associate Professor of Digital Media at MIT in the Comparative Media Studies/Writing program and the director of the Teaching Systems Lab. He is a longtime educator and host of the TeachLab podcast. His research focuses on how learning technologies shape teaching and learning in real classrooms and what actually happens when schools adopt new tools. He brings a thoughtful, historically grounded perspective to how generative AI is transforming education. Jesse Dukes is a journalist, comedian, and audio storyteller with a long career producing narrative audio. He works with MIT’s Teaching Systems Lab on The Homework Machine project, bringing teachers’ and students’ voices into the public conversation about AI in schools. Previously at WBEZ Chicago, he has produced award‑winning radio and documentary work and has a special talent for capturing humanity and humor in complex educational stories. Generative AI is entering classrooms quickly—but not evenly, and not without complications. In this conversation, Justin Reich and Jesse Dukes share what they’ve learned while creating The Homework Machine , a seven‑part narrative podcast about how students and teachers are navigating AI in real time. Complete show notes and transcript: https://mcie.org/think-inclusive/the-homework-machine-what-ai-is-really-doing-in-classrooms-1319/ ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/think-inclusive-316100/episodes/the-homework-machine-what-ai-is-really-doing-in-classrooms/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/think-inclusive-316100/the-homework-machine-what-ai-is-really-doing-in-classrooms.md` — Read the agent-friendly Markdown representation of this episode resource. A page view does not enqueue transcription. Agents should invoke `request_transcript` explicitly when they need this episode processed. ## Transcript Full transcripts are not published on public pages unless there is a clear rights basis.