# Give Users the Wheel Page: https://stenobird.com/podcast/data-skeptic/give-users-the-wheel Text version: https://stenobird.com/podcast/data-skeptic/give-users-the-wheel.md Podcast: [Data Skeptic](https://stenobird.com/podcast/data-skeptic) Published: 2026-06-23T15:00:00+00:00 Episode link: https://dataskeptic.com/blog/episodes/2026/give-users-the-wheel Audio file: https://pscrb.fm/rss/p/mgln.ai/e/35/traffic.libsyn.com/secure/dataskeptic/Fuyuan_Lyu_No_Ads_V1.mp3?dest-id=201630 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/data-skeptic/episodes/give-users-the-wheel Duration seconds: 2128 ## Resource What if you could simply tell a recommendation system what you want instead of relying on likes, dislikes, and watch history? Kyle Polich talks with Fuyuan Lyu about the DPR framework, which combines large language models and traditional recommender systems to give users direct control over recommendations through natural language. Together they explore how conversational interfaces could transform platforms like YouTube, TikTok, and news feeds while preserving the strengths of modern recommendation algorithms. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/data-skeptic/episodes/give-users-the-wheel/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/data-skeptic/give-users-the-wheel.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.