btw nostr:npub18384z4sjgdfy7vr76thzwtru7jncysz0hcapwesxqsak44p8aemsyfaslh

https://search.brave.com/search?q=system+theory+complete+movement+throughout+state+space&source=desktop&conversation=8fc0726bd4f736c244d475&summary=1

Ergodicity is the name of a type of dynamic system where it fully explores all states before repeating any patterns. so yeah, cryptographic hash functions have high ergodicity, whereas non-cryptographic hash functions have low ergodicity (what i referred to as "clumpy" probability).

bitcoin is a thermodynamic, ergodictic dynamical system. chaos theory is much more relevant to it than quantum theory. i personally think that quantum theory is actually some kind of an attempt to short cut and ignore the chaotic dynamics of physical systems. chaos > quantum.

anyway, i read a lot of Taleb and it's a shame he didn't catch the drift of the chaos theory underlying bitcoin and why its thermodynamic properties and probability properties make it the most perfect distributed system design ever invented to date.

https://en.wikipedia.org/wiki/Ergodic_theory

this is a good read... even markov chains come up, which are the foundational concept that tensors, as used in LLMs are built on. before LLMs were discovered, the nearest we got to a chatbot used markov chains, which are systems that map probabilities of sequences of text in the training body. unlike LLMs they can be dynamically updated constantly, but they are retarded and usually produce word salad.

whenever LLMs produce trash i am reminded of markov chains.

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