# Parametric vs Non-Parametric Memory in AI: How to Get Baked Into LLM Training Data (James Dooley interviews Stephen Burns) Page: https://stenobird.com/podcast/fatrank-podcast-6917040/parametric-vs-non-parametric-memory-in-ai-how-to-get-baked-into-llm-training-data-james-dooley-interviews-stephen-burns Text version: https://stenobird.com/podcast/fatrank-podcast-6917040/parametric-vs-non-parametric-memory-in-ai-how-to-get-baked-into-llm-training-data-james-dooley-interviews-stephen-burns.md Podcast: [Fatrank Podcast](https://stenobird.com/podcast/fatrank-podcast-6917040) Published: 2026-08-28T12:23:54+00:00 Episode link: https://fatrank.transistor.fm/610 Audio file: https://claritaspod.com/measure/2.gum.fm/op3.dev/e/pdcn.co/e/pscrb.fm/rss/p/pdst.fm/e/dts.podtrac.com/redirect.mp3/prfx.byspotify.com/e/media.transistor.fm/e34f9902/c2d05ca0.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/fatrank-podcast-6917040/episodes/parametric-vs-non-parametric-memory-in-ai-how-to-get-baked-into-llm-training-data-james-dooley-interviews-stephen-burns Duration seconds: 346 ## Resource James Dooley interviews Stephen Burns from Common Crawl about how parametric memory and live RAG search shape AI visibility, and how SEOs can get their brand baked into LLM training data. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/fatrank-podcast-6917040/episodes/parametric-vs-non-parametric-memory-in-ai-how-to-get-baked-into-llm-training-data-james-dooley-interviews-stephen-burns/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/fatrank-podcast-6917040/parametric-vs-non-parametric-memory-in-ai-how-to-get-baked-into-llm-training-data-james-dooley-interviews-stephen-burns.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.