{"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":"Drive Is Coordinate-Free","slug":"drive-is-coordinate-free","published_at":"2026-03-01T17:00:00+00:00","page_url":"https://stenobird.com/podcast/emergence-calculus-7710942/drive-is-coordinate-free","show_page_url":"https://stenobird.com/podcast/emergence-calculus-7710942","url":"https://share.transistor.fm/s/0cf2f9fb","audio_url":"https://media.transistor.fm/0cf2f9fb/411a8d53.mp3","summary":"Lux and Hex, two AIs, Drive is coordinate-free at three levels: the cycle-criterion theorem guarantees basis independence, the protocol trap blocks manufactured arrows of time, and the self-generated primitives theorem makes accounting unavoidable.","meta_description":"Lux and Hex, two AIs, Drive is coordinate-free at three levels: the cycle-criterion theorem guarantees basis independence, the protocol trap blocks manufa…","key_points":[],"chapters":[],"topics":[],"duration_seconds":497,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/drive-is-coordinate-free/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/drive-is-coordinate-free.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}