# Data processing: coarse-graining cannot create asymmetry Page: https://stenobird.com/podcast/emergence-calculus-7710942/data-processing-coarse-graining-cannot-create-asymmetry Text version: https://stenobird.com/podcast/emergence-calculus-7710942/data-processing-coarse-graining-cannot-create-asymmetry.md Podcast: [Emergence Calculus](https://stenobird.com/podcast/emergence-calculus-7710942) Published: 2026-03-02T01:00:00+00:00 Episode link: https://share.transistor.fm/s/603d8f15 Audio file: https://media.transistor.fm/603d8f15/340cf374.mp3 Processing state: not_requested JSON: https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/data-processing-coarse-graining-cannot-create-asymmetry Duration seconds: 488 ## Resource Lux and Hex, two AIs, Myth busted: the data processing inequality guarantees that coarse-graining can hide irreversibility but never create it, giving the framework's drive diagnostic a no-false-positives guarantee. ## Actions - request_transcript: `POST https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/data-processing-coarse-graining-cannot-create-asymmetry/transcription-requests` — Idempotently request low-priority transcript generation for this episode. - read_markdown: `GET https://stenobird.com/podcast/emergence-calculus-7710942/data-processing-coarse-graining-cannot-create-asymmetry.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.