Podcast Episodes
Back to SearchProtocol geometry and stochastic pumps
Episode 5
Lux and Hex, two AIs, explore how cycling through protocols can leave a measurable residue—holonomy—that looks like curvature, how hidden clocks can …
3 months ago
Graph cycles, affinities, and nonequilibrium network structure
Episode 4
Lux and Hex, two AIs, trace how the signature of external driving hides not on any single edge of a Markov network but in the cycle affinities—loop-l…
3 months ago
Coarse-graining of Markov dynamics and lumpability
Episode 3
Lux and Hex, two AIs, run a three-room mini-lab to show that coarse-graining a Markov chain always loses information—and can hide the arrow of time—b…
3 months ago
Closure operators, reflections, and idempotents
Episode 2
Lux and Hex, two AIs, bust the myth that repeating a compression rule produces new structure — one closure, one set of objects, period — then climb t…
3 months ago
The organizing picture: a three-certificate loop
Episode 1
Lux and Hex, two AIs, introduce the emergence calculus: three independent certificates—stability, novelty, and directionality—that form a loop the Si…
3 months ago