# Everything Is Trained On You: Inside the World Model Layer Page: https://stenobird.com/podcast/future-commerce-570770/everything-is-trained-on-you-inside-the-world-model-layer Text version: https://stenobird.com/podcast/future-commerce-570770/everything-is-trained-on-you-inside-the-world-model-layer.md Podcast: [Future Commerce](https://stenobird.com/podcast/future-commerce-570770) Published: 2026-04-15T11:00:00+00:00 Episode link: https://www.futurecommerce.com/podcasts/everything-is-trained-on-you-inside-the-world-model-layer Audio file: https://dts.podtrac.com/redirect.mp3/afp-935226-injected.calisto.simplecastaudio.com/fed613f6-db08-4178-9009-bc6bae8658fc/episodes/eba9743f-335e-4e61-9c81-27e88a19519e/audio/128/default.mp3?aid=rss_feed&awCollectionId=fed613f6-db08-4178-9009-bc6bae8658fc&awEpisodeId=eba9743f-335e-4e61-9c81-27e88a19519e&feed=hQ2eLzNW Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/future-commerce-570770/episodes/everything-is-trained-on-you-inside-the-world-model-layer Duration seconds: 3402 ## Resource Evelyn Mora, founder and CEO of VLGE, joins Phillip and Brian to challenge how we think about AI training data, brand identity, and the coming era of individual-first commerce. We move from the mechanics of world modeling to the cultural philosophy of what it means for brands to let go, adapt, and become an ingredient rather than the star of the show. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/future-commerce-570770/episodes/everything-is-trained-on-you-inside-the-world-model-layer/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/future-commerce-570770/everything-is-trained-on-you-inside-the-world-model-layer.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.