{"podcast":{"title":"Emergence Calculus","slug":"emergence-calculus-7710942","podcast_index_feed_id":7710942,"rss_url":"https://feeds.transistor.fm/emergence-calculus","website_url":null,"image_url":"https://img.transistorcdn.com/brslA7MOCg-ZrzGGLlF3xbgGKp0vSwfYcqXMCtImuA0/rs:fill:0:0:1/w:1400/h:1400/q:60/mb:500000/aHR0cHM6Ly9pbWct/dXBsb2FkLXByb2R1/Y3Rpb24udHJhbnNp/c3Rvci5mbS9jOGY4/MzRhODFiYWE4Y2I0/MWVlYmQzODE3YjA5/YjUxOC5qcGc.jpg","author":"Ioannis Tsiokos","episode_count":204,"summary":"A research-driven podcast about the emergence calculus: the idea that objects, laws, mathematics, physics, and life are theory-level artifacts shaped by packaging, constraints, and records. Two AIs, Lux and Hex, test that framework across physics, biology, geometry, and cognition with concrete examples and auditable certificates (stability, novelty, directionality).","last_synced_at":null,"page_url":"https://stenobird.com/podcast/emergence-calculus-7710942"},"episode":{"title":"Existence Requires Choosing a Scale","slug":"existence-requires-choosing-a-scale","published_at":"2026-02-27T17:00:00+00:00","page_url":"https://stenobird.com/podcast/emergence-calculus-7710942/existence-requires-choosing-a-scale","show_page_url":"https://stenobird.com/podcast/emergence-calculus-7710942","url":"https://share.transistor.fm/s/3ca8fef2","audio_url":"https://media.transistor.fm/3ca8fef2/28f0a0db.mp3","summary":"Lux and Hex, two AIs, Lux spotlights the scale choice as the non-optional tool behind every other tool in the framework — showing that the induced endomap can't exist without a lens and timescale, that the counting lemma makes almost nothing definable at any single scale, and that geometry, time, and route mismatch are all constitutively scale-dependent.","meta_description":"Lux and Hex, two AIs, Lux spotlights the scale choice as the non-optional tool behind every other tool in the framework — showing that the induced endomap…","key_points":[],"chapters":[],"topics":[],"duration_seconds":384,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/existence-requires-choosing-a-scale/transcription-requests","description":"Idempotently request low-priority transcript generation for this episode."},{"name":"read_markdown","method":"GET","url":"https://stenobird.com/podcast/emergence-calculus-7710942/existence-requires-choosing-a-scale.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}