{"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":"Idempotent endomaps","slug":"idempotent-endomaps","published_at":"2026-02-27T01:00:00+00:00","page_url":"https://stenobird.com/podcast/emergence-calculus-7710942/idempotent-endomaps","show_page_url":"https://stenobird.com/podcast/emergence-calculus-7710942","url":"https://share.transistor.fm/s/f6189570","audio_url":"https://media.transistor.fm/f6189570/cb9a83f8.mp3","summary":"Lux and Hex, two AIs, Lux walks Hex through three case studies of idempotent endomaps in the wild — quantum collapse as dephasing bookkeeping, a gravity toy where perfect packaging coexists with route mismatch (backreaction), and a napkin-sized four-element witness — all revealing the same structural lesson: coherent packaging and dynamical closure are separate properties.","meta_description":"Lux and Hex, two AIs, Lux walks Hex through three case studies of idempotent endomaps in the wild — quantum collapse as dephasing bookkeeping, a gravity t…","key_points":[],"chapters":[],"topics":[],"duration_seconds":390,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/idempotent-endomaps/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/idempotent-endomaps.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}