# Emergence Calculus

Page: https://stenobird.com/podcast/emergence-calculus-7710942
Text version: https://stenobird.com/podcast/emergence-calculus-7710942.md
RSS feed: https://feeds.transistor.fm/emergence-calculus
Author: Ioannis Tsiokos
Episodes: 204

## Resource

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).

## Machine-readable

JSON: https://stenobird.com/v1/public/podcasts/emergence-calculus-7710942
Markdown: https://stenobird.com/podcast/emergence-calculus-7710942.md

## Episodes
- [Almost Nothing Is Definable](https://stenobird.com/podcast/emergence-calculus-7710942/almost-nothing-is-definable) — 2026-03-04T17:00:00+00:00
- [Counting lemma: definable predicates are rare](https://stenobird.com/podcast/emergence-calculus-7710942/counting-lemma-definable-predicates-are-rare) — 2026-03-04T01:00:00+00:00
- [Generic extension and the finite forcing lemma](https://stenobird.com/podcast/emergence-calculus-7710942/generic-extension-and-the-finite-forcing-lemma) — 2026-03-03T17:00:00+00:00
- [P3 Loves P6 Law](https://stenobird.com/podcast/emergence-calculus-7710942/p3-loves-p6-law) — 2026-03-03T01:00:00+00:00
- [No Fake Arrows](https://stenobird.com/podcast/emergence-calculus-7710942/no-fake-arrows) — 2026-03-02T17:00:00+00:00
- [Data processing: coarse-graining cannot create asymmetry](https://stenobird.com/podcast/emergence-calculus-7710942/data-processing-coarse-graining-cannot-create-asymmetry) — 2026-03-02T01:00:00+00:00
- [Drive Is Coordinate-Free](https://stenobird.com/podcast/emergence-calculus-7710942/drive-is-coordinate-free) — 2026-03-01T17:00:00+00:00
- [Accounting as coordinates on cycle space](https://stenobird.com/podcast/emergence-calculus-7710942/accounting-as-coordinates-on-cycle-space) — 2026-03-01T01:00:00+00:00
- [Cycle integrals, exactness, and the null regime](https://stenobird.com/podcast/emergence-calculus-7710942/cycle-integrals-exactness-and-the-null-regime) — 2026-02-28T17:00:00+00:00
- [AUT + REV + ACC regime and graph 1-forms](https://stenobird.com/podcast/emergence-calculus-7710942/aut-rev-acc-regime-and-graph-1-forms) — 2026-02-28T01:00:00+00:00
- [Existence Requires Choosing a Scale](https://stenobird.com/podcast/emergence-calculus-7710942/existence-requires-choosing-a-scale) — 2026-02-27T17:00:00+00:00
- [Idempotent endomaps](https://stenobird.com/podcast/emergence-calculus-7710942/idempotent-endomaps) — 2026-02-27T01:00:00+00:00
- [Idempotent endomaps and induced closures](https://stenobird.com/podcast/emergence-calculus-7710942/idempotent-endomaps-and-induced-closures) — 2026-02-26T17:00:00+00:00
- [Closure ladders and saturation](https://stenobird.com/podcast/emergence-calculus-7710942/closure-ladders-and-saturation) — 2026-02-26T01:00:00+00:00
- [Order-theoretic closure and fixed points](https://stenobird.com/podcast/emergence-calculus-7710942/order-theoretic-closure-and-fixed-points) — 2026-02-25T17:00:00+00:00
- [Assumption bundles](https://stenobird.com/podcast/emergence-calculus-7710942/assumption-bundles) — 2026-02-25T01:00:00+00:00
- [Support graphs and discrete 1-forms](https://stenobird.com/podcast/emergence-calculus-7710942/support-graphs-and-discrete-1-forms) — 2026-02-24T17:00:00+00:00
- [A unified theory package viewpoint](https://stenobird.com/podcast/emergence-calculus-7710942/a-unified-theory-package-viewpoint) — 2026-02-24T01:00:00+00:00
- [Paths, time reversal, and relative entropy](https://stenobird.com/podcast/emergence-calculus-7710942/paths-time-reversal-and-relative-entropy) — 2026-02-23T17:00:00+00:00
- [Finite state spaces, distributions, and kernels](https://stenobird.com/podcast/emergence-calculus-7710942/finite-state-spaces-distributions-and-kernels) — 2026-02-23T01:00:00+00:00
- [Protocol geometry and stochastic pumps](https://stenobird.com/podcast/emergence-calculus-7710942/protocol-geometry-and-stochastic-pumps) — 2026-02-22T17:00:00+00:00
- [Graph cycles, affinities, and nonequilibrium network structure](https://stenobird.com/podcast/emergence-calculus-7710942/graph-cycles-affinities-and-nonequilibrium-network-structure) — 2026-02-22T01:00:00+00:00
- [Coarse-graining of Markov dynamics and lumpability](https://stenobird.com/podcast/emergence-calculus-7710942/coarse-graining-of-markov-dynamics-and-lumpability) — 2026-02-21T17:00:00+00:00
- [Closure operators, reflections, and idempotents](https://stenobird.com/podcast/emergence-calculus-7710942/closure-operators-reflections-and-idempotents) — 2026-02-21T01:00:00+00:00
- [The organizing picture: a three-certificate loop](https://stenobird.com/podcast/emergence-calculus-7710942/the-organizing-picture-a-three-certificate-loop) — 2026-02-19T11:21:44+00:00

## Actions

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