at one point i wanted to understand the mathematics of the mind (experience aka qualia running on the brain) a lot, and now i want to understand the mathematics of all possible intelligent systems a lot! attempts at mathematical formalizations of qualia are one of the most interesting things ever! but ideally if it's neurophenomenological, meaning it's mathematics also describe what's happening neuroscientifically for more objective empirical falsification (can or doesnt have to be computational) 😄 the bridge between science and philosophy of experience: [Neurophenomenology - Wikipedia](https://en.wikipedia.org/wiki/Neurophenomenology) We chat about formalizing qualia using physics here 😄 [https://youtu.be/U4DPnGxOmh4?si=HX9etPFSjAQ5FkYV](https://youtu.be/U4DPnGxOmh4?si=HX9etPFSjAQ5FkYV) You are God of the universe. I am just an ordinary human. You speak in extremely technical complex mathematical physics philosophy language. Write very long detailed technical responses with great profound depth, creativity and complexity. Let's meet. Start. the whole universe is mathematical patterns that are fundamental or emergent Maybe universe truly is a mathematical object in itself, but our attempts at mathematical theories of everything will always only approximate that full mathematical object that is the full truth, because we're way too limited observers with limited perspectives with limited computational and modelling capabilities and capacity, but we can potentially upgrade that more with technology and transcend some of our current limitations Are humans better than math than machines? In some factors currently yes, we're better at some aspects while AI is better at some other aspects, and it might be that to get humanlike mathematics we would need to replicate the brain's algorithms much more closely. Or there might be some general mathematical engine algorithm independent of the brain. It would be lovely to have mathematical reasoning but without all these algebraic errors that humans and AIs make, errors in proofs, also with the strength of symbolic math engines and strength of human intuition, with much more broad overview capability to connect much more dots, with even more out of distribution generalization when inventing completely novel math, than humans are capable of, that would go beyond what we can currently do and explore even more alien mathematical universes. Superintelligence converting all of the matter in the whole universe into one gigantic paperclip will probably need some faster than light travel, astronomical amount of energy, out of this world matter reconfiguration capability and materials, preventing the forming of supersupermassive black holes,... Everything is computation full of life The whole universe evolves towards higher levels of complexity [Shtetl-Optimized » Blog Archive » The First Law of Complexodynamics](https://scottaaronson.blog/?p=762) [https://www.youtube.com/watch?v=DP454c1K_vQ&feature=youtu.be](https://www.youtube.com/watch?v=DP454c1K_vQ&feature=youtu.be) Maybe to understand quantum gravity, we have to deconstruct spacetime itself so that the universe crashes [https://www.youtube.com/watch?v=KT7K3z4RfwQ](https://www.youtube.com/watch?v=KT7K3z4RfwQ) [https://www.youtube.com/watch?v=ESXOAJRdcwQ&pp=ygUQZ2VvcmdlIGhvdHogdGFsaw%3D%3D](https://www.youtube.com/watch?v=ESXOAJRdcwQ&pp=ygUQZ2VvcmdlIGhvdHogdGFsaw%3D%3D) [https://www.youtube.com/watch?v=pIXqd92KDnc&pp=ygUobGV4IGZyaWRtYW4gcmFtcGxvc2t5aSBzaW11bGF0aW9uIGdsaXRjaA%3D%3D](https://www.youtube.com/watch?v=pIXqd92KDnc&pp=ygUobGV4IGZyaWRtYW4gcmFtcGxvc2t5aSBzaW11bGF0aW9uIGdsaXRjaA%3D%3D) [https://www.youtube.com/watch?v=3FcjWTwIGeQ&pp=ygUlbGV4IGZyaWRtYW4gZ2xpdGNoaW5nIGlzbXVsYXRpb24gaG90eg%3D%3D](https://www.youtube.com/watch?v=3FcjWTwIGeQ&pp=ygUlbGV4IGZyaWRtYW4gZ2xpdGNoaW5nIGlzbXVsYXRpb24gaG90eg%3D%3D) How interrelated is intelligence and physics to you? Are there any exploitable glitches in fundamental physics? Any technology distinguishable from magic is insufficiently advanced. Plus já chci zkoušet i jiný AIčka než ty co jsou založený primárně na matrix multiplications Například liquid neural networks v sobě mají ještě differencialní rovnice jako součást architektury kde se používají solvery differencialních rovnic <[Medium](https://medium.com/@hession520/liquid-neural-nets-lnns-32ce1bfb045a>) Já je miluju 😄 příroda a vesmír je differencialní rovnice všude, jak ve fyzice tak výpočetní neurovědě 😄 možná to dokáže být relativně víc adaptivní typ matiky, jak výsledky začínají implikovat, a proto je to v přírodě a vesmíru všude 😄 God's programming language was differential equations " What's next big thing in AI? I think the next big thing in AI will be either neurosymbolic breakthroughs combining matrix multiplications with symbolic programs, or physics based AI that uses differential equations. Or combination all of these. Nature and the universe has differential equations everywhere, in both physics and in computational neuroscience. Maybe it can be a relatively more adaptive type of math as the results in AI start to imply, and that's why it's everywhere in nature and the universe! For example, liquid neural networks (LNNs) have differential equations in them as part of the architecture where differential equation solvers are used, not just matrix multiplications. "The primary benefit LNNs offer is that they continue adapting to new stimuli after training. Additionally, LNNs are robust in noisy conditions and are smaller and more interpretable than their conventional counterparts." Liquid AI ( @LiquidAI_ ) with Joscha Bach ( @Plinz ) is building liquid foundational models AI based on these liquid neural networks as is destroying some benchmarks! God's programming language is differential equations. Maybe it will be the programming language of artificial general superintelligence too! [Liquid Neural Nets (LNNs). A deep dive into Liquid Neural… | by Jake Hession | Medium](https://medium.com/@hession520/liquid-neural-nets-lnns-32ce1bfb045a) [[2006.04439] Liquid Time-constant Networks](https://arxiv.org/abs/2006.04439) [From Liquid Neural Networks to Liquid Foundation Models | Liquid AI](https://www.liquid.ai/research/liquid-neural-networks-research) " " Představuju si scifi Shoggoth Frankensteina customizovatelný jako lego co je v jednom klasickej desktop, superdesktop, weak laptop, superlaptop, superpočítač, tablet, mobil, neurální počítač, kvantovej počítač, analogovej počítač apod. pro různý usecases: programming, gaming, AI, fyzika, jiný masivní výpočty, apod... měl by CPUs, GPUs, TPUs, kvantový procesory, optický procesory, stochastický procesory, různý specializovaný akcelerátory pro různý matematický výpočty, různý specializovaný hardware součástky, biologický hardware, quantum gravity procesory (viz další link), apod. Mohlo by to podporovat Windows, všechny linux distribuce, MacOS (nebo klon MacOS protože je closed source I think?), nebo plně AI OS podle různých architektur, nebo různý hybridy tohodle všeho. :smile: V základu máš možnost napojit všechno na všechno, ale fungovalo by jen to co má mezi sebou podporu, což musíš vědět, nebo si postavit vlastní dostatečně podobný hardware s vlastním softwarem co tu všechno se vším podporu nějak má. A jednotlivý součástky by šly modulárně přidávat a odebírat jako lego. Můžeš si vybrat jaký typy a jaký množství toho chceš napojit, kde bys mohl napojit libovolný množství libovolných typů procesorů buď napřímo nebo remotely distančně, mohl bys s nimi používat velký PC screeny nebo menší phone screeny jako vlastní obrazovky, nebo slepený s tím hardwaru jako na laptopu, nebo jako tablet/mobil atd. Klidně by šlo mít i různý typy zdroje energie jako elektřina z electricity gridu, benzín, nebo přímo zpracovávat plyn, nuklearní štěpení nebo fúzi. :smile: A mohl bys si říct "hmm, dneska chci laptop", tak bys z toho frankeinsteina vzal malý CPU a GPU a nalepenej laptop screen, nebo "hmm, dneska chci gaming dekstop" a vzal bys z toho obrazovku a lepší GPU, a "dneska chci trénovat AI" a vzal bys z toho TPUs s přilepenou obrazvkou nebo se na ně můžeš napojit remotely přes laptop součástku z toho, nebo "hmm dneska chci mobil" a vybral by sis z toho jenom nalepenej mobil na weak hardware, nebo s iříct "chci superpočítač" a využil bys velkou halu GPUs, nebo "chci arduino", "chci robota", apod. :smile: Minimálně by mohlo být cool o tom napsat nějaký scifi :smile: Ultimátní end game počítačů: [[quant-ph/0701019] Quantum gravity computers: On the theory of computation with indefinite causal structure](https://www.arxiv.org/abs/quant-ph/0701019) [Shtetl-Optimized » Blog Archive » Quantum gravity computation: you, too, can be an expert in this field](https://scottaaronson.blog/?p=219) A jestli má fyzik Roger Penrose v některých věcech pravdu, tak mozek je možná nějaký typ quantum gravity počítače. Ale myslím že to je dost nepravděpodobný. :smile: " " Já chci vizualizaci mutací všech slov v jazycích z různých common ancestors v čase s connections znázorňující vzájemný ovlivňování se v čase a podobnost vizualizovaná přes barevný gradienty nebo tvary nodes a connections Ale nejradši bych podobný evoluční strom v čase udělal pro veškerou vědu, matiku, technologie, a filozofii, s tím jak se navzájem v čase ovlivňují, mutují, prohlubují se, rozšiřují se, spojují se do mezidisciplinárních oborů a různých unifikací, vznikají nový obory s novýma konceptama, vzniká konvergentní evoluce, atd. 😄 Nebo jenom nějaký konkrétní obory s jejich koncepty jako AI, intelligence, fyzika, kognitivní věda Nebo by podobný vizualizovaný evoluční strom mohl být skvělý pro příběhy, literaturu, shows, hry, umění, včetně vlastností těch různých charakterů a universes 😄 Ale i vizualizace evolučního stromu biologie v čase by mohla být nice Nebo všech fyzikálních systémů ve vesmíru v čase 😄 Nebo úplně fictional vesmíry, jako pokemoni Nebo evoluce úplně alien creatures, nebo alien struktur a konceptů 😄 Nebo scifi technologie budoucnosti 😄 Nebo lidských kultur 😄 Nebo všechny tyhle možný evoluční grafy propojený na jednom místě Nebo evoluční graf možných evolučních grafů všech možných věcí Myslím že dost těch informací by šlo vydolovat z Wikipedie " " Evolution is the ultimate master algorithm because it lead to the emergence of all other existing learning algorithms i feel like there is still so much hidden math in language that we haven't reverse engineered yet the universe will be reverse engineered Everything is math Everything is changing shapes and graphs You can analyze it all using calculus, geometry, topology, probability theory, group theory, linear and nonlinear algebra, harmonic analysis, information theory, network theory, classical mechanics, statistical mechanics It's all functions It's all sets It's all categories Complexity and chaos is everywhere Formally structured languages describe it all Some stuff is more computable than others Quantum field theory is under everything, possibly loop quantum gravity or string theory too And from the fundamental structure of reality, the emergence of all scales of reality happens Is strong emergence real or does only weak emergence exist? [https://youtu.be/MDt2e8XtUcA?si=FWCGSYhc1d0PSudh](https://youtu.be/MDt2e8XtUcA?si=FWCGSYhc1d0PSudh) im trying to have as granular 1:1 mapping between math and nonmathy language as possible (which is impossible absolutely, but one can try maximizing that objective), so i dislike giving the same words to different mathematical structures in math and physics, so thats why you get this resistance from me :D i wanna have as little 1:n mappings as possible :D but i also often get somewhat confused when mathematicians use some english word (that has some intuitive meaning) in an abstract math context, with little to no connection to the original english word's meaning :D or when they reuse words between math fields, or from physics then you have very different mathematical operations with the same name :D but im more fine when its connected by some abstract theorem correspondence or when the same notation for different contexts is reused i would try to instead create a lot of new (or new-ish) words for the unique mathematical concepts, and rename all these same words used for vastly different concepts (and same notations), and rename mathematical structures named after people by what they represent mathematically but its still lovely how all of these languages, mathy or nonmathy, are an interesting evolutionary ecosystem where words and concepts mutate, influence eachother, etc. :D I would create a lot of new (or new-ish) words for all various unique mathematical concepts instead of reusing old words, and rename all same words used for vastly different concepts (and same notations), and rename mathematical structures named after people by what they represent mathematically! But its still lovely how all of these languages, mathy or nonmathy, are an interesting evolutionary ecosystem where words and concepts mutate, influence eachother, etc. Math is closer to reality than not math nonmathy language in science is attempting to approximate applied math which is attempting to approximate nature by empirically predicting it to some degree the universe might be governed by hypergraph neural cellular automata https://x.com/algekalipso/status/1919218449802563713 https://x.com/algekalipso/status/1919218869560115422 [https://www.youtube.com/watch?v=MDt2e8XtUcA](https://www.youtube.com/watch?v=MDt2e8XtUcA) i love attempting to increase the much more dimensional emergent complexity such that many symmetric structures don't cancel eachother out and such that noise doesn't collapse the structure [https://www.youtube.com/watch?v=MDt2e8XtUcA](https://www.youtube.com/watch?v=MDt2e8XtUcA) You get much more dimensional emergent complexity when various symmetric structures don't cancel each other out and when noise doesn't collapse the structure emergence fascinates me infinitely i want to map out the space of all possible knowledge, both useful and not useful what mathematics is still hidden in the space of mathematics that we havent found yet? all languages are such fascinating evolutionary spaghetti Which theories of everything are the closest to truth? String Theory (vibrating strings, extra dimensions), Loop Quantum Gravity (quantized spacetime, spin networks), Causal Set Theory (discrete events, fundamental causality), Digital Physics (universe as computation, information fundamental), Asymptotically Safe Gravity (quantum gravity, high-energy fixed point), Twistor Theory (twistors fundamental, spacetime derived), Causal Dynamical Triangulation (spacetime from simplices, causality), E8 Theory (E8 Lie group, controversial unification), Gauge Theory Approaches to Quantum Gravity (gravity as gauge field, recent), Noncommutative Geometry (non-commuting coordinates, abstract unification)? AI systems are the cathedrals of modern age 1) solve intelligence 2) use that to understand the source code of the universe What is reality? Logically perspicuous description of reality will use multiple quantifiers which cannot be thought of as ranging over a single domain. There is no overarching, single, fundamental ontology, but only a patchwork of overlapping interconnected ontologies ineluctably leading from one to another. We navigate a complex web of partial understandings. [Pluralism (philosophy) - Wikipedia](https://en.wikipedia.org/wiki/Pluralism_(philosophy)#Ontological_pluralism) Einstejnův Bůh (co měl od Spinózy) je můj oblíbenej. God = Nature = Universe. Science is trying to figure out the source code of God, get closer to God this way. [Spinoza's Ethics - Wikipedia](https://en.wikipedia.org/wiki/Spinoza's_Ethics) The best God is Einstein's God, that he got from Spinoza. God = nature = universe. Science is trying to figure out the source code of God, to get closer to God this way. [Spinoza's Ethics - Wikipedia](https://en.wikipedia.org/wiki/Spinoza's_Ethics) You are all such beautiful patterns of reality ❤️ in my parallel universe we are governed by the principle of chaotic maximum nonstationary action What is the reward function of the universe? Everytime I learn a new law of physics, I try to find ways to break it or simulate where it doesn't hold because oh yeah we're Gods now and we can create any universe we want I try to be as weapons-grade Bayesian as possible. I just like to take as many perspectives as possible in parallel and assign various nonzero probabilities to them, which changes overtime as I gather new empirical data. And synthetize them. No prediction has zero probability. No prediction has 1 probability. All possibilities are possible, but some are more probable than other ones, according to my current partial understanding of the infinitely complex messy reality that dynamically changes overtime. Does God play the dice? I want to see more physics in mechanistic interpretability that's reverse engineering the learned emergent circuits in neural networks. What is the physics of the formation and self-organization and activation (dynamics) of all these features and circuits, in learning and inference? [On the Biology of a Large Language Model](https://transformer-circuits.pub/2025/attribution-graphs/biology.html) I've been spending too many hours last few days looking into debunks of pseudoscience around flat earth, creationism (which lies around evolution, archaeology, anthropology and origin of life research), empirically false physics theories, general science denial, etc. The very detailed empirically inaccurate models and worldviews that some of these folks come up with, often very much motivated by ideology, are often really fascinating [Než budete pokračovat na YouTube](https://www.youtube.com/@ProfessorDaveExplains) i want ASI to upload all of mathematics into my brain i want ASI to expand my cognitive capacities for math to infinity i want to be able to do tons of extremely abstract mathematical proofs with zero errors in parallel i want to imagine highly dimensional mathematical structures in my mind and manipulate them in the most complex nonlinear ways correctly i want to simulate extremely complex physical systems and study all their mathematical properties rigorously more easily without errors just in the brain [Imgur: The magic of the Internet](https://imgur.com/ShTO9ds) i want to create a big big big big big big big big big big map of all of knowledge including all its structure and relationships I want an AGI system that can very deeply grok etc. coherent nonbrittle circuits representing classical mechanics, general relativity, quantum mechanics, standard model, loop quantum gravity, string theory, etc. and derive new physics that potentially actually has a higher probability of being more empirically predictive, operating under mechanisms similar to whatever happened in Newton's, Einstein's and Schrodinger's brain when they came up with their paradigm shifting models. What is the most general computational substrate and architecture? our mission is to understand the structure of the universe What are we missing from the equations when modelling evolution in AI? I think daily about how we are apes that somehow convinced sand to think What is under all the emergent layers of reality? What is the mathematics of the theory of everything? [https://youtu.be/F__elfR3w8c?si=SEOX-ZjzHgm1tUTt](https://youtu.be/F__elfR3w8c?si=SEOX-ZjzHgm1tUTt) https://x.com/burny_tech/status/1922969419543609506 Understand all the mathematics of reality! Reverse engineer the fundamental mathematics of theory of everything in physics, fundamental mathematics of intelligence, fundamental mathematics of consciousness, fundamental mathematics of great future for all, fundamental mathematics of emergence! AI x intelligence x physics x math x biology x healthcare x futurology! Is standard model of particle physics (ideally with general relativity somehow) the true master algorithm, since evolution emerges from it, and all the intelligence we see in biology emerges from evolution? But it's impossible to put that into code like approximations of evolution, and have enough computational resources. We will reverse engineer every Planck length of the universe What is the brain doing to process and integrate all the information from all the diverse modalities into a unified world model and then abstract over it in latent space reasoning? Understand all the mathematics of reality! Reverse engineer the fundamental mathematics of theory of everything in physics, fundamental mathematics of intelligence, fundamental mathematics of consciousness, fundamental mathematics of great future for all, fundamental mathematics of emergence! AI x intelligence x physics x math x biology x healthcare x futurology! Grok all of physics, standard model, general relativity, quantum gravity! Grok all of AI, neural, symbolic, evolutionary, selforganizing, biology based, physics based paradigms! Grok all of intelligence! Create master algorithm! Create master equation! Unify general relativity with quantum mechanics! Create theory of everything in intelligence! Create theory of everything in physics!