# When AI Answers Poison Search: The University PDF Feedback Loop Page: https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/when-ai-answers-poison-search-the-university-pdf-feedback-loop Text version: https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/when-ai-answers-poison-search-the-university-pdf-feedback-loop.md Podcast: [Answer Engine Optimization (AEO): The AI Search Podcast](https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998) Published: 2026-07-30T11:19:06+00:00 Episode link: https://share.transistor.fm/s/b5394454 Audio file: https://media.transistor.fm/b5394454/bf995008.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/when-ai-answers-poison-search-the-university-pdf-feedback-loop Duration seconds: 432 ## Resource How a university PDF mocking a wrong AI answer now validates that same misinformation in Google search results. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/episodes/when-ai-answers-poison-search-the-university-pdf-feedback-loop/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/answer-engine-optimization-aeo-the-ai-search-podcast-7756998/when-ai-answers-poison-search-the-university-pdf-feedback-loop.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.