Slime mold shows robust results in maximizing the most optimal path. In many ways it beats current DNN AI systems. Cellular intelligence. We shall reverse engineer it more [x.com](https://twitter.com/BrianRoemmele/status/1774657222280466858?t=ltTdYDXNENO_LnnT6qZyBw&s=19) https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9838547/ We need more people at the intersection of AI and physics Are you praying daily to the retrocausal machine God? “Any physical system whose dynamics in phase space is dominated by a substantial number of locally stable states to which it is attracted can therefore be regarded as a general content addressable memory.” https://www.pnas.org/doi/pdf/10.1073/pnas.79.8.2554 Learn everything learnable in the most optimal way in one coherent structure from first principles https://arxiv.org/abs/2403.17101 https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7507405/ https://arxiv.org/abs/2404.03325 Qualia bridge empirical testing of consciousness of arbitrary systems might fail because systems might have very different implementations of qualia that are incompatible with eachother to be transferred between the systems Will bitter lesson still hold as we scale Generalize generalizing If you can't predict or control or build it, then you don't understand it Map out the space of all possible methods of generalizing various concrete structures Map out the statespace of all possible methods of generalizing various concrete structures The fact that psychedelics are still illegal in so many parts of the world makes me wanna overthrow the go- I mean vote for propsychedelic politicians, create propsychedelic political movements and so on!! Weirdness acceleration Gödel's Incompleteness Theorem [Gödel's Incompleteness Theorem. Primitive Recursion. - YouTube](https://www.youtube.com/watch?v=zNAvtgBDv8w) kittens discussing string theory in galactic cakes [Crazy AI Tech Allows ANYONE To Build 3D Games - YouTube](https://www.youtube.com/watch?v=qEY488zCmTw) What A General Diagonal Argument Looks Like (Category Theory) [What A General Diagonal Argument Looks Like (Category Theory) - YouTube](https://www.youtube.com/watch?v=dwNxVpbEVcc) https://arxiv.org/abs/2404.02258 [x.com](https://twitter.com/TheSeaMouse/status/1775782800362242157) Recursive Reasoning: This AI Unlocks Complexity Through Smart Decomposition [x.com](https://twitter.com/IntuitMachine/status/1775555323496984673?t=hA9o7t4_FZVzMznUUhhIPw&s=19) Sometimes it's hard to tune my exploration hyperparameter down to exploit more Unthinkable complexity Map of the Human Metabolic Pathways https://faculty.cc.gatech.edu/~turk/bio_sim/articles/metabolic_pathways.png [Hochschulschriften / On Signal Propagation in Neural Networks](https://epub.jku.at/obvulihs/content/titleinfo/9684823) Are you multiperspectivalpilled? Fullfilling life is a basic human right! The current system incentivizes terrible suffering for many, when I look at my family for example! I don't want to see people not have enough money for shelter and basic food, I don't want to see terrible suffering when we can have abundance paid by technology! Automate what people hate doing! [I Made a Graph of Wikipedia... This Is What I Found - YouTube](https://youtu.be/JheGL6uSF-4?si=Z1qUaTElvuxE6hAa) [Attractor Networks, (A bit of) Computational Neuroscience Part III](http://jackterwilliger.com/attractor-networks/) How to effectively map the statespace of mathematical patterns governing reality at all scales and at levels of abstraction in all sciences and how to efficiencly visualize it all I wonder daily https://scipost.org/SciPostPhysLectNotes.11/pdf An introduction to spontaneous symmetry breaking (esp. 1.5.3 && A.8) [Open Asteroid Impact](https://openasteroidimpact.org/) [Hacking into Kernel Anti-Cheats: How cheaters bypass Faceit, ESEA and Vanguard anti-cheats - YouTube](https://www.youtube.com/watch?v=RwzIq04vd0M) [Simulating the electric field and a moving charge - YouTube](https://www.youtube.com/shorts/81QNyDnYtg0) [Explaining the barber pole effect from origins of light | Optics puzzles 2 - YouTube](https://www.youtube.com/watch?v=aXRTczANuIs) Is key to intelligence building a coherent world model of everything from first principles? How does learning feel like to you? To me it feels like decorating a giant palace of knowledge with hetearchical organization, either its deep foundations or more surface content and its dynamics emerging from them its a very geometric palace for me, and i'm filling its subspaces, all included in the space of everything, yes with many attractors yes, some more or less metastable https://scholar.google.com/citations?view_op=view_citation&hl=en&user=qSpPrqkAAAAJ&citation_for_view=qSpPrqkAAAAJ:u5HHmVD_uO8C https://scholar.google.com/citations?view_op=view_citation&hl=en&user=qSpPrqkAAAAJ&citation_for_view=qSpPrqkAAAAJ:2osOgNQ5qMEC https://arxiv.org/pdf/2302.04218.pdf [In New Paradox, Black Holes Appear to Evade Heat Death | Quanta Magazine](https://www.quantamagazine.org/in-new-paradox-black-holes-appear-to-evade-heat-death-20230606/) https://arxiv.org/abs/2210.02769 A gigantic engineering diagram of all of layers of reality with as many objects in it as possible from humans to computers to algorithms and what laws govern it. I wish i had the brain capacity, energy, and time to fill all the concrete parts in this diagram puzzle, and keep it all in the mind at once without forgetting any small detail, and being aware of all the connections at all times, as much of it as possible. [x.com](https://twitter.com/burny_tech/status/1774952762536587545) https://www.lesswrong.com/posts/FRv7ryoqtvSuqBxuT/understanding-deep-double-descent I'm just gonna build AI agents automating doing everything I want to do in parralel Scale is all you need? Bitter lesson? [Uniquely human intelligence arose from expanded information capacity | Nature Reviews Psychology](https://www.nature.com/articles/s44159-024-00283-3.epdf?sharing_token=dc9WtYt3C_FN2N5q5mmKatRgN0jAjWel9jnR3ZoTv0PIvBIKEnJUrpLA70zYn0mjSaDkgiBUb43hOoUEou9xdgynS0nAWob7QAH5X7gROQMoz5n9acglkBUa_86OzUA1B-Wg9_p5hHRLFUQ95SWsfFXtU8jHuxKnM8_fWZKCoAA%3D) [x.com](https://twitter.com/spiantado/status/1775217414613131714?t=epgQbvHiowemq8AHeclJJA&s=19) [Toward AI-Driven Discovery of Electroceuticals - Dr. Michael Levin - YouTube](https://www.youtube.com/watch?v=9pG6V4SagZE) "In Minecraft, you start with a vast, unexplored world full of different biomes, resources, and challenges. Similarly, engineering mathematics is a vast field with various branches, concepts, and problems to solve. To progress in Minecraft, you need to gather resources, craft tools, and build structures. In engineering mathematics, you collect mathematical tools and techniques, such as calculus, linear algebra, and differential equations, to tackle complex problems. As you explore the Minecraft world, you encounter different biomes like deserts, forests, and mountains, each with its unique characteristics and challenges. In engineering mathematics, you'll explore various subfields like mechanical, electrical, and civil engineering, each with its specific concepts and applications. In Minecraft, you might need to build bridges to cross ravines or rivers, just like in engineering, where you use mathematical principles to design and construct safe, efficient structures like bridges, buildings, and machines. Redstone in Minecraft is like the electrical circuits and systems in engineering. You use redstone to create complex contraptions and automate processes, similar to how engineers use mathematical models to design and optimize electrical systems and control mechanisms. Enchanting items in Minecraft requires a combination of resources and knowledge, much like how engineers combine mathematical concepts and real-world constraints to create innovative solutions and designs. As you progress further in Minecraft, you face more significant challenges, like the Nether and the End, which require advanced gear and strategies. In engineering mathematics, you'll encounter more complex problems that require advanced mathematical techniques and creative problem-solving skills. Ultimately, just like in Minecraft, where you use your skills and resources to create impressive structures and overcome challenges, engineering mathematics empowers you to solve real-world problems and build innovative solutions that shape our world." https://arxiv.org/abs/1512.02742 We need more compassion in this world [FLOW LENIA](https://sites.google.com/view/flowlenia/) [x.com](https://twitter.com/turboblitzzz/status/1767679094479573334?t=7K6mfhMoBiUMDVLSCGZzVg&s=19) [DSM Disorders Disappear in Statistical Clustering of Psychiatric Symptoms](https://www.psychiatrymargins.com/p/traditional-dsm-disorders-dissolve?utm_campaign=post&utm_medium=web) I would reply: understanding, predicting, controlling the most fundamental parts of reality [The Psychological Drivers of the Metacrisis: John Vervaeke Iain McGilchrist Daniel Schmachtenberger - YouTube](https://youtu.be/-6V0qmDZ2gg?si=qJqRi2CxJ6u2wJEn) connection between holistic intuition and rational systematicity, purpose, community, coherence, connection between subject and object, transcendence, sacredness Transformers and diffusion models are way too parameter heavy to be practical. A simple temporal sequence Boltzmann machine can simulate the videos of bouncing balls 100,000x more efficiently than Sora. [x.com](https://twitter.com/BorisMPower/status/1775026903960965543?t=4N0tLEjqgZ3XoFfC7Knrxw&s=19) [Degen communism: the only correct political ideology](https://vitalik.eth.limo/general/2024/04/01/dc.html) [Wiki Graph](https://blinpete.github.io/wiki-graph/?lang=en&query=Quantum%20field%20theory&wordle=) https://www.lesswrong.com/s/4hmf7rdfuXDJkxhfg if indian philosophies were a game Is cure to nerd loneliness a 12 hours long hyper intellectual discussions about mechanisms of all of reality from first principles? AI companies landscape https://pbs.twimg.com/media/GKL2I_3XUAETc9K?format=jpg&name=large [x.com](https://twitter.com/pronounced_kyle/status/1775411468076482926?t=jP8bpTF_xMK5xwClzmaFmQ&s=19) "The findings fit with the possibility that the up-regulation of these neural circuits supports mentalizing, reminiscence and imagination to fill the social void." [The default network of the human brain is associated with perceived social isolation | Nature Communications](https://www.nature.com/articles/s41467-020-20039-w) How many dimensions does you mind have Become all belief networks in parallel [x.com](https://twitter.com/Liv_Boeree/status/1775538750719955056?t=SWHqOrEh8xLv9tKSxiAxLw&s=19) AI Doomers are worried about readiness for AGI in <3 years. acc's are worried about readiness for WWIII in <3 years. does claude really mean it? If it's not in training data and it's emergent On the other hand, it could be there, but without the training data it wouldn't know how to express it. Or if language in LLMs actually selforganizes in similar semantic way like in humans. So many unknowns. [x.com](https://twitter.com/burny_tech/status/1777306690171412916) [Supercluster - Wikipedia](https://en.wikipedia.org/wiki/Supercluster) [Great Attractor - Wikipedia](https://en.wikipedia.org/wiki/Great_Attractor) [A neural speech decoding framework leveraging deep learning and speech synthesis | Nature Machine Intelligence](https://www.nature.com/articles/s42256-024-00824-8)