# Episode 696: Synthetic Data Page: https://stenobird.com/podcast/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345/episode-696-synthetic-data Text version: https://stenobird.com/podcast/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345/episode-696-synthetic-data.md Podcast: [Lost in the Stacks: the Research Library Rock'n'Roll Radio Show](https://stenobird.com/podcast/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345) Published: 2026-09-11T19:00:00+00:00 Episode link: https://lostinthestacks.libsyn.com/episode-696-synthetic-data Audio file: https://traffic.libsyn.com/secure/lostinthestacks/LITS_Episode_696.mp3?dest-id=156206 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345/episodes/episode-696-synthetic-data Duration seconds: 3402 ## Resource A professor of AI from Georgia Tech joins the show to discuss synthetic data, AI training on its own output, and other potential conundrums in the ongoing saga of AI in the sciences. Guest: Dr. Mark Riedl of the School of Interactive Computing, Director of the Georgia Tech Machine Learning Center, and Gitesh Ramamurthy Endowed Professor of AI at the Georgia Institute of Technology. First broadcast September 11 2026. Playlist "I think I'm going to try to convince you that some of things that people are worried about right are maybe further off in the future or maybe not something we have to worry about right now." ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345/episodes/episode-696-synthetic-data/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/lost-in-the-stacks-the-research-library-rock-n-roll-radio-show-390345/episode-696-synthetic-data.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.