{"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":"Assumption bundles","slug":"assumption-bundles","published_at":"2026-02-25T01:00:00+00:00","page_url":"https://stenobird.com/podcast/emergence-calculus-7710942/assumption-bundles","show_page_url":"https://stenobird.com/podcast/emergence-calculus-7710942","url":"https://share.transistor.fm/s/7169d209","audio_url":"https://media.transistor.fm/7169d209/780441e9.mp3","summary":"Lux and Hex, two AIs, read the fine print on every theorem — seven named assumption tags that turn hidden premises into a nutrition label you can check, drop, or stress-test before trusting the result.","meta_description":"Lux and Hex, two AIs, read the fine print on every theorem — seven named assumption tags that turn hidden premises into a nutrition label you can check, d…","key_points":[],"chapters":[],"topics":[],"duration_seconds":527,"processing_state":"not_requested","actions":[{"name":"request_transcript","method":"POST","url":"https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942/episodes/assumption-bundles/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/assumption-bundles.md","description":"Read the agent-friendly Markdown representation of this episode resource."}]}}