{"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":"Accounting as coordinates on cycle space","slug":"accounting-as-coordinates-on-cycle-space","published_at":"2026-03-01T01:00:00+00:00","page_url":"https://stenobird.com/podcast/emergence-calculus-7710942/accounting-as-coordinates-on-cycle-space","show_page_url":"https://stenobird.com/podcast/emergence-calculus-7710942","url":"https://share.transistor.fm/s/b3224360","audio_url":"https://media.transistor.fm/b3224360/74e751ef.mp3","summary":"Lux and Hex, two AIs, Hex interviews cycle-space coordinates: cycle rank gives the dimension, cycle basis gives the numbers, and the zero/nonzero question — equilibrium or drive — is invariant under basis change.","meta_description":"Lux and Hex, two AIs, Hex interviews cycle-space coordinates: cycle rank gives the dimension, cycle basis gives the numbers, and the zero/nonzero question…","key_points":[],"chapters":[],"topics":[],"duration_seconds":520,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/accounting-as-coordinates-on-cycle-space/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/accounting-as-coordinates-on-cycle-space.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}