Hmm this looks good, but includes almost nothing on Transformers https://arxiv.org/abs/2310.20360 Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory Yoshua Bengio Gary Marcus [Data Skeptic](https://dataskeptic.com/blog/episodes/2023/agi-can-be-safe) Hinton feedforward [Meta-learning (computer science) - Wikipedia](https://en.wikipedia.org/wiki/Meta-learning_(computer_science)) [From Language to Consciousness (Guest: Joscha Bach) - YouTube](https://www.youtube.com/watch?v=ApHnqHfFWBk) from language to consciousness presentation by joscha bach [Explainable artificial intelligence - Wikipedia](https://en.wikipedia.org/wiki/Explainable_artificial_intelligence) David Deutsch (beggining of infinity) [David Deutsch - AI, America, Fun, & Bayes - YouTube](https://www.youtube.com/watch?v=EVwjofV5TgU) NeuroForML https://twitter.com/neuralreckoning/status/1711378097105174640 [Nick Bostrom: How AI will lead to tyranny - YouTube](https://www.youtube.com/watch?v=_Oo-m893-xA) Nick Bostrom: How AI will lead to tyranny [Our AI Future: Hopes and Hurdles Ahead - YouTube](https://www.youtube.com/watch?v=IeVY_Ag8JI8) Our AI Future: Hopes and Hurdles Ahead recursive selfimporvement Yann lecun práce conference [Navigating the AI Revolution: Shaping a Decade of Promise and Peril - YouTube](https://www.youtube.com/live/pMvQIUhKcZ4?si=5N7vqxTBdVksZFbW) QTF for mathematicians book, ask ChatGPT everytime i dont know something paretotopia allison duetman Anders Sandberg diffusion math vids Naive bayes FTX [AI for Good - YouTube](https://www.youtube.com/@AIforGood) [The next wave of AI for Good - towards 2030 - YouTube](https://www.youtube.com/watch?v=D6SVoEhM1Ks) The next wave of AI for Good - towards 2030 Gary Marcus [AGI Revolution: How Businesses, Governments, and Individuals can Prepare - YouTube](https://www.youtube.com/watch?v=zwLsnsp7FF4) AGI Revolution: How Businesses, Governments, and Individuals can Prepare Dwarkesh Patel David Shapiro Gaussian splatting Robin Hanson AI risk [Hit PAUSE on AI research before it's too late? - YouTube](https://www.youtube.com/live/Dmh6ciu24v0?si=NWUr9JwzIEJLnfFI) Elon lex No priors podcast Neel mechinterp AI safety math podcast [Data Skeptic](https://dataskeptic.com/blog/episodes/2023/agi-can-be-safe) Lex, @MLStreetTalk @dwarkesh_sp @TOEwithCurt The Inside View, AI explained, Matt Wolfe, Ben Shapiro https://www.lesswrong.com/posts/K2D45BNxnZjdpSX2j/ai-timelines https://www.lesswrong.com/posts/jvGqQGDrYzZM4MyaN/growth-and-form-in-a-toy-model-of-superposition Joscha essayists Maria Popova, Scott Alexander, Ted Chiang, Greg Egan, and Paul Graham and more Hsitory of the universe https://twitter.com/Plinz/status/1724692919603675411?t=iOrhErUpX3Kzxv3wo6oJKw&s=19 ["Life As We Know It Will Will Be Gone Soon" - Dangers Of AI & Humanity's Future | Mo Gawdat - YouTube](https://www.youtube.com/watch?v=itY6VWpdECc) MEGATHREAT: Why AI Is So Dangerous & How It Could Destroy Humanity | Mo Gawdat [AI and the future of humanity | Yuval Noah Harari at the Frontiers Forum - YouTube](https://www.youtube.com/watch?v=LWiM-LuRe6w&pp=ygUdeXV2YWwgbm9haCBoYXJhcmkgc2luZ3VsYXJpdHk%3D) Yuval Noah Harari singularity [ActInf Livestream 055.2 ~ "Realising Synthetic Active Inference Agents” Part I & Part II - YouTube](https://www.youtube.com/watch?v=N7QSuazEEhE) ActInf Livestream 055.2 ~ "Realising Synthetic Active Inference Agents” Part I & Part II [The Future of Artificial Intelligence - YouTube](https://www.youtube.com/watch?v=GwHDAfAAKd4) The Future of Artificial Intelligence Jim Fan SotA AI bayesian phase transitions paper Sapolsky vs yes free will guy [Philosophical Trials - YouTube](https://youtube.com/@PhilosophicalTrials?si=ebgGo58gRjEgvnmB) Spontaneous symmetry breaking in diffusion models [Spontaneous symmetry breaking in generative diffusion models - YouTube](https://youtu.be/IG0NNE9bpWU?si=ASHCcUhplZqZPsOi) Transformer interpretability https://www.lesswrong.com/posts/hnzHrdqn3nrjveayv/how-to-transformer-mechanistic-interpretability-in-50-lines Interviews of ml researchers https://twitter.com/cosminnegruseri/status/1715951624571769343?t=I4Xc-jdOogrm9_srCg9KWg&s=19 Greg Brockman https://arxiv.org/abs/2106.10165 Mathematical Principles of Deep Learning Theory bayesian phase transitions [William Merrill: Transformers are Uniform Constant Depth Threshold Circuits - YouTube](https://www.youtube.com/watch?v=WU9RSiTw4R8) trnsformer interpretability turing complete [Concrete Steps to Get Started in Transformer Mechanistic Interpretability — Neel Nanda](https://www.neelnanda.io/mechanistic-interpretability/getting-started) [Interpretability quickstart resources & tutorials](https://alignmentjam.com/interpretability) [A Comprehensive Mechanistic Interpretability Explainer & Glossary - Dynalist](https://dynalist.io/d/n2ZWtnoYHrU1s4vnFSAQ519J) [A Walkthrough of Reverse-Engineering Modular Addition: Model Training (Part 1/3) - YouTube](https://www.youtube.com/watch?v=ob4vuiqG2Go) neel nanda A Walkthrough of Reverse-Engineering Modular Addition: Model Training (Part 1/3) neel nanda A Walkthrough of A Mathematical Framework for Transformer Circuits [A Walkthrough of A Mathematical Framework for Transformer Circuits - YouTube](https://www.youtube.com/watch?v=KV5gbOmHbjU) A Walkthrough of Finding Neurons In A Haystack w/ Wes Gurnee Part 1/3 [A Walkthrough of Finding Neurons In A Haystack w/ Wes Gurnee Part 1/3 - YouTube](https://www.youtube.com/watch?v=r1cfSpVAeqQ) transformer circuits [Transformer Circuits [rough early thoughts] - YouTube](https://www.youtube.com/playlist?list=PLoyGOS2WIonajhAVqKUgEMNmeq3nEeM51) machine learning: There’s work on information geometry (cc @FrnkNlsn ), non-commutative geometry, singular learning theory (algebraic geometry applied to learning cc @danielmurfet ), discrete Lie theory (cc @n_wildberger ) and Koopman operators (which I’m just learning about now). Paul Christiano Illya interview Demis Hassabis [OpenAI’s huge push to make superintelligence safe | Jan Leike - YouTube](https://www.youtube.com/watch?v=ZP_N4q5U3eE&feature=youtu.be) OpenAI’s huge push to make superintelligence safe | Jan Leike Emmett Shear Satya [Noam Brown: AI vs Humans in Poker and Games of Strategic Negotiation | Lex Fridman Podcast #344 - YouTube](https://youtu.be/2oHH4aClJQs?si=FMqtdJ3zFweasmYY) niam Brown OpenAI [GitHub - jacobhilton/deep_learning_curriculum: Language model alignment-focused deep learning curriculum](https://github.com/jacobhilton/deep_learning_curriculum) Christopher Alexander's geometric morphology of living structure casual scrubbing 7 min anim [Causal Scrubbing | Intro to Neural Network Interpretability - YouTube](https://www.youtube.com/watch?v=_oCWsaFBY1M) [Geometric Algebra Transformers: Revolutionizing Geometric Data with Taco Cohen, Qualcomm AI Research - YouTube](https://www.youtube.com/watch?v=nPIRL-c88_E) Geometric Algebra Transformers: Revolutionizing Geometric Data with Taco Cohen, Qualcomm AI Research [Microsoft AutoGen: A deep dive with Principal Researcher Dr. Chi Wang - YouTube](https://www.youtube.com/watch?v=aJGdt9q7sS0) Microsoft Autogen: A deep dive with Principle Researcher Dr. Chi Wang Matthew Pirkowski Frank Tipler, The physics of immortality, life has to be present to the final singularity omega point https://twitter.com/IntuitMachine/status/1727317138434560330 Carlos E. Perez [CBMM10 Panel: Research on Intelligence in the Age of AI - YouTube](https://www.youtube.com/watch?v=Gg-w_n9NJIE) Panel Chair: T. Poggio Panelists: D. Hassabis, G. Hinton, P. Perona, D. Siegel, I. Sutskever Anthropic ChrisOlahonwhatthehellisgoingoninsideneural networks [Chris Olah - Looking Inside Neural Networks with Mechanistic Interpretability - YouTube](https://www.youtube.com/watch?v=2Rdp9GvcYOE) [What the hell is going on inside neural networks? | Chris Olah - YouTube](https://www.youtube.com/watch?v=k_QVDwhR8FU) [Data Skeptic](https://dataskeptic.com/blog/episodes/2023/agi-can-be-safe) Koen Holtman independent ai safety Summary of interpretability anthropic [Chris Olah - Looking Inside Neural Networks with Mechanistic Interpretability - YouTube](https://www.youtube.com/watch?v=2Rdp9GvcYOE) [Bayesian epistemology - Wikipedia](https://en.wikipedia.org/wiki/Bayesian_epistemology) Robin Hanson [Google Podcasts](https://podcasts.google.com/feed/aHR0cHM6Ly9mZWVkcy5hY2FzdC5jb20vcHVibGljL3Nob3dzLzY1MjdlNGYxZDQwYzk3MDAxMjVmNDJkZQ/episode/QnV6enNwcm91dC0xMTAzMzIzNw?ep=14) [Mind uploading - Wikipedia](https://en.m.wikipedia.org/wiki/Mind_uploading) Anil Seth [#8: Scott Aaronson - Quantum computing, AI watermarking, Superalignment, complexity, and rationalism - YouTube](https://www.youtube.com/watch?v=wfxf6MembCQ) #8: Scott Aaronson - Quantum computing, AI watermarking, Superalignment, complexity, and rationalism https://www.youtube.com/@theojaffee8530/videos Jonathan Rowan [LIVING IN THE METACRISIS with Jonathan Rowson - YouTube](https://www.youtube.com/watch?v=IjOQB608ylQ) https://www.lesswrong.com/posts/zaaGsFBeDTpCsYHef/shallow-review-of-live-agendas-in-alignment-and-safety Sean Carrol on AI [Mindscape 258 | Solo: AI Thinks Different - YouTube](https://youtu.be/oNXEgoBzX-k?si=BlfYU8TsfHO3ARJ1) Rich Sutton AI research [The reward hypothesis | Richard Sutton & Julia Haas | Absolutely Interdisciplinary 2023 - YouTube](https://www.youtube.com/watch?v=SLqbhIIshr0&pp=ygULUmljaCBTdXR0b24%3D) [A Bitter AI Lesson - Compute Reigns Supreme! - YouTube](https://www.youtube.com/watch?v=wEgq6sT1uq8) Jan Leike OpenAi researcher [God Help Us, Let's Try To Understand The Paper On AI Monosemanticity](https://www.astralcodexten.com/p/god-help-us-lets-try-to-understand) Jim Fan ML Marvin Minsky AI researcher P=NP [P vs. NP: The Biggest Puzzle in Computer Science - YouTube](https://www.youtube.com/watch?v=pQsdygaYcE4) Hod Lipson discvovering physics using ML [Automating discovery - From cognitive robotics to particle physics (AI Forward Forum, May 2022) - YouTube](https://www.youtube.com/watch?v=5uHnR6o7fyU) navier stokes Greg Brockman Chris Oláh interpretability anthropic good old fashined ai in code [Hybrid intelligent system - Wikipedia](https://en.wikipedia.org/wiki/Hybrid_intelligent_system) Ian Goodfellow [OpenAI Insights and Training Data Shenanigans - 7 'Complicated' Developments + Guest Star - YouTube](https://www.youtube.com/watch?v=NfbTqo3GOtk) ai explained yudkowski sequences https://x.com/davidad?t=0vyF0jwGq8pwnGiq6a2eqA&s=09 [Neel Nanda: Mechanistic Interpretability & Mathematics - YouTube](https://www.youtube.com/watch?v=bZvPLRZx-V8) Neel Nanda: Mechanistic Interpretability & Mathematics Patrick Coles thermodynamic AI [Thermodynamic AI and the Fluctuation Frontier | Qiskit Seminar Series with Patrick Coles - YouTube](https://www.youtube.com/watch?v=dd1jURhLR8Y) Humberman dopamine Statistical mechanics wiki Mamba statespaces [Mamba - a replacement for Transformers? - YouTube](https://youtu.be/ouF-H35atOY?si=oixYX6Bl-pXYTKsH) [My techno-optimism](https://vitalik.eth.limo/general/2023/11/27/techno_optimism.html) Joscha X Friston [Joscha Bach Λ Karl Friston: Ai, Death, Self, God, Consciousness - YouTube](https://youtu.be/CcQMYNi9a2w?si=3e6zk-daAD48jI3e) Zeta Alpha Trends in AI - December 2023 - Gemini, NeurIPS & Trending AI Papers [Zeta Alpha Trends in AI - December 2023 - Gemini, NeurIPS & Trending AI Papers - YouTube](https://www.youtube.com/watch?v=6iLBWEP1Ols) yannic mamba [Mamba: Linear-Time Sequence Modeling with Selective State Spaces (Paper Explained) - YouTube](https://www.youtube.com/watch?v=9dSkvxS2EB0) [Simulacra levels, moral mazes, - Clearer Thinking with Spencer Greenberg - Apple Podcasts](https://podcasts.apple.com/us/podcast/clearer-thinking-with-spencer-greenberg/id1535406429?i=1000639301977) AGI people https://www.reddit.com/r/singularity/comments/18vawje/singularity_predictions_2024/kfpntso/ [Terrence Deacon Reveals the Hidden Connection: Consciousness & Entropy - YouTube](https://www.youtube.com/watch?v=PqZp7MlRC5g) Terrence Deacon Reveals the Hidden Connection: Consciousness & Entropy by Curt talks about everything [I Talked with Rich Sutton - YouTube](https://www.youtube.com/watch?v=4feeUJnrrYg) Rich Sutton AI Quintin pope ml reseracher [#5: Quintin Pope - AI alignment, machine learning, failure modes, and reasons for optimism - YouTube](https://youtu.be/f9Msoqvlla4?si=r7tb65cH6D66cBwJ) Balaji Srinivasan ml street talk beff vs Connor Obcházet anticheaty [Hacking into Kernel Anti-Cheats: How cheaters bypass Faceit, ESEA and Vanguard anti-cheats - YouTube](https://youtu.be/RwzIq04vd0M?si=gSW8k4_2YEUIIJj_) Control theory mathematics [ChatGPT](https://chat.openai.com/share/e39f18ce-1a2d-4c90-b36e-7abf944c1769) [Everything You Need to Know About Control Theory - YouTube](https://youtu.be/lBC1nEq0_nk?si=deMx_KPsjwbwHGIq) [Classical Control Theory - YouTube](https://youtube.com/playlist?list=PLUMWjy5jgHK1NC52DXXrriwihVrYZKqjk&si=wo2LQKuo9TQQ4PMm) Sutton [Upper Bound 2023: Insights Into Intelligence, Keynote by Richard S. Sutton - YouTube](https://www.youtube.com/watch?v=n4aev-6Z6U4&t=404s&pp=ygVKVXBwZXIgQm91bmQgMjAyMzogSW5zaWdodHMgSW50byBJbnRlbGxpZ2VuY2UsIEtleW5vdGUgYnkgUmljaGFyZCBTLiBTdXR0b24%3D) [#24 - Michael Johnson | Qualia Formalism & The Symmetry Theory of Valence - The Metagame | Podcast on Spotify](https://open.spotify.com/episode/2rsYCbQO5fHU2csdyX2CWD?si=76cd3c4a579f405a&nd=1&dlsi=de16601121024900) mike johnson [Can You Learn Meditation from an AI? - with Shinzen Young - Deconstructing Yourself](https://deconstructingyourself.com/can-you-learn-meditation-from-an-ai-with-shinzen-young.html) [EP 222 Trent McConaghy on AI & Brain-Computer Interface Accelerationism (bci/acc) - The Jim Rutt Show](https://www.jimruttshow.com/trent-mcconaghy-2/) bci/acc [Edward Witten - Closer To Truth](https://closertotruth.com/contributor/edward-witten/) [The Story of Physics ft. Edward Witten - YouTube](https://www.youtube.com/watch?v=UW_M7hotSlk) witten [Evan Hubinger (Anthropic)—Deception, Sleeper Agents, Responsible Scaling - YouTube](https://www.youtube.com/watch?v=S7o2Rb37dV8) Evan Hubinger (Anthropic)—Sleeper Agents, Deception, Responsible Scaling [Fluid dynamics feels natural once you start with quantum mechanics - YouTube](https://www.youtube.com/watch?v=MXs_vkc8hpY&t=1520sfrom) fluid dynamics to quantum mechancs [Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering - YouTube](https://www.youtube.com/watch?v=JoFW2uSd3Uo) Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering principles of deep learning https://fxtwitter.com/burny_tech/status/1757074849967595757 https://arxiv.org/abs/2106.10165 [The Principles of Deep Learning Theory](https://deeplearningtheory.com/) [Introduction to Deep Learning Theory - YouTube](https://www.youtube.com/watch?v=pad023JIXVA) [Princeton ORFE Deep Learning Theory Summer School 2021 - YouTube](https://www.youtube.com/playlist?list=PL2mB9GGlueJj_FNjJ8RWgz4Nc_hCSXfMU) [Deep Networks Are Kernel Machines (Paper Explained) - YouTube](https://www.youtube.com/watch?v=ahRPdiCop3E&list=WL&index=1&pp=gAQBiAQB) [A New Physics-Inspired Theory of Deep Learning | Optimal initialization of Neural Nets - YouTube](https://www.youtube.com/watch?v=m2bXL5Z5CBM&t=2s&pp=ygUgQm9yaXMgSGFuaW4gRGVlcCBMZWFybmluZyBUaGVvcnk%3D) [Boris Hanin - Finite Width, Large Depth Neural Networks as Perturbatively Solvable Models - YouTube](https://www.youtube.com/watch?v=6gDibuhHt3k&pp=ygUgQm9yaXMgSGFuaW4gRGVlcCBMZWFybmluZyBUaGVvcnk%3D) [The Principles of Deep Learning Theory - Dan Roberts - YouTube](https://www.youtube.com/watch?v=YzR2gZrsdJc&t=3217s&pp=ygUjRGFuaWVsIFJvYmVydHMgRGVlcCBMZWFybmluZyBUaGVvcnk%3D) [Effective Theory of Deep Neural Networks - YouTube](https://www.youtube.com/watch?v=XAuz08GuY9A&pp=ygUjRGFuaWVsIFJvYmVydHMgRGVlcCBMZWFybmluZyBUaGVvcnk%3D) [IAIFI Summer Workshop - Sho Yaida - YouTube](https://www.youtube.com/watch?v=BhpMsDbOI2c&pp=ygUJU2hvIFlhaWRh) [MSML2020 Paper Presentation - Sho Yaida - YouTube](https://www.youtube.com/watch?v=EWCPUwHb4oM&pp=ygUJU2hvIFlhaWRh) [CAII 11/8 Seminar Featuring MIT Theoretical Physics Researcher Dan Roberts - YouTube](https://www.youtube.com/watch?v=3i5k3V6zqlM&pp=ygUJU2hvIFlhaWRh) [An Animated Research Talk on: Neural-Network Quantum Field States - YouTube](https://www.youtube.com/watch?v=rrvZDZMii-0) a mathematical perspective for transformers [Cracking the Code: The Mathematical Secrets of Transformers - YouTube](https://www.youtube.com/watch?v=0WHZESuwVC4&pp=ygUobWF0aGVtYXRpY2FsIHBlcnNwZWN0aXZlIG9uIHRyYW5zZm9ybWVycw%3D%3D) [A Walkthrough of A Mathematical Framework for Transformer Circuits - YouTube](https://www.youtube.com/watch?v=KV5gbOmHbjU&t=3653s&pp=ygUobWF0aGVtYXRpY2FsIHBlcnNwZWN0aXZlIG9uIHRyYW5zZm9ybWVycw%3D%3D) [Maths with transformers - YouTube](https://www.youtube.com/watch?v=81o-Uiop5CA&pp=ygUobWF0aGVtYXRpY2FsIHBlcnNwZWN0aXZlIG9uIHRyYW5zZm9ybWVycw%3D%3D) Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI | Lex Fridman Podcast #75 [Marcus Hutter: Universal Artificial Intelligence, AIXI, and AGI | Lex Fridman Podcast #75 - YouTube](https://www.youtube.com/watch?v=E1AxVXt2Gv4) https://www.scientificamerican.com/article/brains-are-not-required-when-it-comes-to-thinking-and-solving-problems-simple-cells-can-do-it/ Wolfram ToE [Solving the Problem of Observers & ENTROPY | Stephen Wolfram - YouTube](https://www.youtube.com/watch?v=0YRlQQw0d-4&feature=youtu.be) https://www.lesswrong.com/posts/gBHNw5Ymnqw8FiMjh/ai-51-altman-s-ambition [A Techno-Industrialist Manifesto](https://www.piratewires.com/p/techno-industrialist-manifesto) LLM survey https://arxiv.org/abs/2402.06196 [The Singularity Is Near, The Movie - Homepage](https://singularity.com/themovie/) psysics informed ML [AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning] - YouTube](https://www.youtube.com/watch?v=ARMk955pGbg) [Categorical Deep Learning - Categorical Deep Learning](https://categoricaldeeplearning.com/) Anders Sandberg Emmett Shear [Polymaths Are Late Bloomers - by Robin Hanson](https://www.overcomingbias.com/p/polymaths-are-late-bloomers) Wiki statistical learning theory molecular biology Geometric deep learning Statistical learning theory Principles of deep learning theory Andy Clark T-sne, UMAP Statistical physics of generative models https://twitter.com/LucaAmb/status/1763180414242308447?t=eJpLTpqeqMDoriEa6XYmdA&s=19 https://twitter.com/maxjaderberg/status/1759975148151615754 https://arxiv.org/abs/2402.18563 [Eliezer Yudkowsky - Why AI Will Kill Us, Aligning LLMs, Nature of Intelligence, SciFi, & Rationality - YouTube](https://www.youtube.com/watch?v=41SUp-TRVlg) Eliezer Yudkowsky - Why AI Will Kill Us, Aligning LLMs, Nature of Intelligence, SciFi, & Rationality [Mathematical and theoretical biology - Wikipedia](https://en.wikipedia.org/wiki/Mathematical_and_theoretical_biology) tolearn https://arxiv.org/abs/1911.01547 [Resources for Foundation Models - Foundation Model Development Cheatsheet](https://fmcheatsheet.org/) Foundation Model Development Cheatsheet Begging of infinity <https://twitter.com/fchollet/status/1763692655408779455> https://arxiv.org/abs/1911.01547 francoiz intelligence https://gfodor.medium.com/to-de-risk-ai-the-government-must-accelerate-knowledge-production-49c4f3c26aa0 Zvi Mowshowitz [Zvi Mowshowitz & Robin Hanson Discuss AI Risk - YouTube](https://www.youtube.com/watch?v=9XuVn6nljCM&pp=ygUOWnZpIE1vd3Nob3dpdHo%3D) [OpenAI Sora, Google Gemini, and Meta with Zvi Mowshowitz - YouTube](https://www.youtube.com/watch?v=ra3kpTVHjZs&pp=ygUOWnZpIE1vd3Nob3dpdHo%3D) differential geometry deep learning https://twitter.com/maxxxzdn/status/1765424869808750611 https://twitter.com/SchmidhuberAI/status/1765769164709371978?t=D8zR3n3NfvifnR90nQwBdQ&s=19 Superintelligence Bostrom Beggining of infinity Singularity is near, nearer Deep utopia Bostrom [OpenAI Sora, Google Gemini, Groq Math, and our Top 5 Research Trends (Jan-Feb 2024 Audio Recap + Latent Space Anniversary!)](https://www.latent.space/p/jan-feb-2024-recap-audio) The Entangled Brain [The Entangled Brain](https://mitpress.mit.edu/9780262544603/the-entangled-brain/) All of chemistry explained Manim: grokking, renormalization, quantum physics Science click relativity Pbs spacetime QTF Wikipedia Bookmarked wiki articles Karpathy Coffe AI Cloud AI Yannic Reinforcement learning Metalearning Mixture of experts Bayesian program synthesis https://arxiv.org/abs/2006.08381 geometric deep learning categorical deep learning cubical type theory [Cubical type theory for dummies · GitHub](https://gist.github.com/AndyShiue/cfc8c75f8b8655ca7ef2ffeb8cfb1faf/) visualized machine learning and information theory [Mutual Information - YouTube](https://www.youtube.com/@Mutual_Information/videos) [Tutorial 1a: Basics of Neurosymbolic Architectures - YouTube](https://www.youtube.com/watch?v=qCli4M38AKk&pp=ygURTmV1cm8tc3ltYm9saWMgQUk%3D) neurosymbolic [Neuro-symbolic AI - Wikipedia](https://en.wikipedia.org/wiki/Neuro-symbolic_AI) Deep utopia Bostrom [Entropy | Special Issue : The Mathematics of Structured Experience: Exploring Dynamics, Topology, and Complexity in the Brain](https://www.mdpi.com/journal/entropy/special_issues/YTT8WR1417) [OSF](https://osf.io/preprints/psyarxiv/zg27u) Wiki bookmaked Renormalization group https://80000hours.org/podcast/episodes/jan-leike-superalignment/?t=4333 JanLeikeonOpenAI’smassivepushtomakesuperintelligencesafein4yearsor less Bostrom utopia [Nick Bostrom | Life and Meaning in an AI Utopia - YouTube](https://youtu.be/o28s-mnykdE?si=WYMrP_rUDlgsdzVg) Wolfram student [Jonathan Gorard: Quantum Gravity & Wolfram Physics Project - YouTube](https://youtu.be/ioXwL-c1RXQ?si=T2TNLV43gVlNP8QJ) Active inference robots [This man builds intelligent machines - YouTube](https://youtu.be/2wnJ6E6rQsU?si=dVTjIBJskwmK0deF) AI SotA dwarkesh [Sholto Douglas & Trenton Bricken - How to Build & Understand GPT-7's Mind - YouTube](https://youtu.be/UTuuTTnjxMQ?si=NDN3KhFI_Q8YnTu8) Ben goetzel [#58 Dr. Ben Goertzel - Artificial General Intelligence - YouTube](https://youtu.be/sw8IE3MX1SY?si=apZ-7GbTw1UcLUb4) Mamba bycloud Program synthesis Mistral open sourcing AI ecosystem [Open sourcing the AI ecosystem ft. Arthur Mensch of Mistral AI and Matt Miller - YouTube](https://youtu.be/yinHx5UnYs0?si=eTHehm9gPuvqZE-1) [NeurIPS Topological Deep Learning: Going Beyond Graph Data](https://nips.cc/virtual/2023/84295) Topological Deep Learning: Going Beyond Graph Data [What if we simulated biology using physics - YouTube](https://www.youtube.com/watch?v=ncC-GMzF9RY) Bringing Biology’s Molecules to Life Using Physics [The Mathematics of Consciousness (Integrated Information Theory) - YouTube](https://www.youtube.com/watch?v=Sp9B7raW_O4) iit math [Reinforcement Learning, by the Book - YouTube](https://www.youtube.com/watch?v=NFo9v_yKQXA) reinforcement learning [Bellman Equations, Dynamic Programming, Generalized Policy Iteration | Reinforcement Learning Part 2 - YouTube](https://www.youtube.com/watch?v=_j6pvGEchWU) https://twitter.com/burny_tech/status/1774848819642937513 everything is probability theory is you squint hard enough transformers visualized [But what is a GPT? Visual intro to transformers | Chapter 5, Deep Learning - YouTube](https://www.youtube.com/watch?v=wjZofJX0v4M) [What does it mean for computers to understand language? | LM1 - YouTube](https://www.youtube.com/watch?v=1il-s4mgNdI) Illya lecture [An Observation on Generalization - YouTube](https://www.youtube.com/watch?v=AKMuA_TVz3A) FTX documentary marvin minsky DNA science click [How to store data on DNA? - YouTube](https://www.youtube.com/watch?v=ZuB3yB7QWCk) Psychology of metacrisis [The Psychological Drivers of the Metacrisis: John Vervaeke Iain McGilchrist Daniel Schmachtenberger - YouTube](https://youtu.be/-6V0qmDZ2gg?si=S25goyAc4suvLxAx) Carl Sagan Deeper ml resources https://twitter.com/svpino/status/1774771996217217164?t=vFEtGVigjtmpbX3NALpkiQ&s=19 Singular Learning Theory", a fascinating connection between singularity theory and Bayesian statistics developed by Sumio Watanabe, with emerging applications to machine learning interpretability. https://twitter.com/plain_simon/status/1775144131188121622?t=csEOYzbFz27Aii4fKKyV9A&s=19 Gödel's Incompleteness Theorem [Gödel's Incompleteness Theorem. Primitive Recursion. - YouTube](https://www.youtube.com/watch?v=zNAvtgBDv8w) 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) [Michael Shulman: "Two-dimensional semantics of homotopy type theory" - YouTube](https://www.youtube.com/watch?v=0uzk-hIuwXA) Michael Shulman: "Two-dimensional semantics of homotopy type theory" Evan Patterson: "A Short Introduction to Categorical Logic" [Evan Patterson: "A Short Introduction to Categorical Logic" - YouTube](https://www.youtube.com/watch?v=-_Yg-A8_lIY) History of the Universe [History of the Universe - YouTube](https://www.youtube.com/@HistoryoftheUniverse/videos) 3blue1brown convolutions, Central limit theorem Qm from fluid dynamics [Fluid dynamics feels natural once you start with quantum mechanics - YouTube](https://youtu.be/MXs_vkc8hpY?si=FxGFMzkCi_UWi1H9) Lie algebras [Lie algebras visualized: why are they defined like that? Why Jacobi identity? - YouTube](https://www.youtube.com/watch?v=gj4kvpy1eCE) geometric algebra [An Overview of the Operations in Geometric Algebra - YouTube](https://youtu.be/2AKt6adG_OI?feature=shared) Quantum Neural Networks [Quantum Neural Networks explained in 3Blue1Brown style animation | Episode 1, Introduction - YouTube](https://www.youtube.com/watch?v=xL383DseSpE) Optimization theory Veritasium Categorical deep learning https://twitter.com/PetarV_93/status/1778392111278141890?t=8lOf0p7KHO83YFgr2Bzj4w&s=19 Animated QM Levin papers Friston papers Ramstead papers [VisualMath - YouTube](https://www.youtube.com/@VisualMath) [What is...algebraic geometry? - YouTube](https://www.youtube.com/watch?v=IzBds_nWIVM) algebraic geometry [What is...algebraic topology? - YouTube](https://www.youtube.com/watch?v=cPg62OPdF8s) algebraic topology [What is...homotopy? - YouTube](https://www.youtube.com/watch?v=MOJ9XzMuFvk) homotopy [What is...cohomology? - YouTube](https://www.youtube.com/watch?v=ZTgnSPYRCDk) cohomology Diagonalization category theory Steve Brunton fast fourier transform [The Fast Fourier Transform (FFT): Most Ingenious Algorithm Ever? - YouTube](https://www.youtube.com/watch?v=h7apO7q16V0) [The Remarkable Story Behind The Most Important Algorithm Of All Time - YouTube](https://www.youtube.com/watch?v=nmgFG7PUHfo) Noether's theorem Lie algebra [Lie algebras visualized: why are they defined like that? Why Jacobi identity? - YouTube](https://youtu.be/gj4kvpy1eCE?si=ubJ0X8XGZhXddTKm) Military industrial complex wars [Tulsi Gabbard: War, Politics, and the Military Industrial Complex | Lex Fridman Podcast #423 - YouTube](https://youtu.be/_El9riy9Zjw?si=xImLbo9kwz8HJCHV) Continuous convolutions 3blue1brown geometric deep learning [ICLR 2021 Keynote - "Geometric Deep Learning: The Erlangen Programme of ML" - M Bronstein - YouTube](https://www.youtube.com/watch?v=w6Pw4MOzMuo) Clifford algebra https://pubs.aip.org/aapt/ajp/article/91/10/819/2911822/All-objects-and-some-questions [Astrophysicists Put All Objects in Universe into One Pedagogical Plot | Sci.News](https://www.sci.news/astronomy/all-objects-universe-pedagogical-plot-12372.html) eigenchris Fusion Fusion Witten Carl Sagan lie theory, lie algebra, lie groups [Lie algebras visualized: why are they defined like that? Why Jacobi identity? - YouTube](https://www.youtube.com/watch?v=gj4kvpy1eCE) [Why study Lie theory? | Lie groups, algebras, brackets #1 - YouTube](https://www.youtube.com/watch?v=IlqVo3sJFLE) [What is Lie theory? Here is the big picture. | Lie groups, algebras, brackets #3 - YouTube](https://www.youtube.com/watch?v=ZRca3Ggpy_g) Cognition is an emergent property https://www.sciencedirect.com/science/article/pii/S2352154624000391?via%3Dihub illya lecture compression https://twitter.com/DrJimFan/status/1691850114577711499 Singular learning theory https://www.lesswrong.com/s/mqwA5FcL6SrHEQzox [singular learning theory in nLab](https://ncatlab.org/nlab/show/singular+learning+theory) [Singular Learning Theory - Working Session 1 - YouTube](https://www.youtube.com/watch?v=cuPeJkeiYsI) Nick Bostrom, Carl Shulman, Paul Christiano, Anders Sandberg, David Peace, Joscha Bach, Ben Goetzel. [Nick Bostrom | Life and Meaning in an AI Utopia - YouTube](https://youtu.be/o28s-mnykdE?si=itiYRvmIf-xYmhPG) [Carl Shulman (Pt 1) - Intelligence Explosion, Primate Evolution, Robot Doublings, & Alignment - YouTube](https://youtu.be/_kRg-ZP1vQc?si=u8rVDKWf9C1cRlRz) [Joscha Bach Λ Ben Goertzel: Conscious Ai, LLMs, AGI - YouTube](https://youtu.be/xw7omaQ8SgA?si=WrjZB9I8y3RE4H9q) [Paul Christiano - Preventing an AI Takeover - YouTube](https://youtu.be/9AAhTLa0dT0?si=wgqtjj9kikjVADQM) [e/acc Leader Beff Jezos vs Doomer Connor Leahy - YouTube](https://youtu.be/0zxi0xSBOaQ?si=6zuJbHlUle_bBg68) [Anders Sandberg - Freeman Dyson, Galactic Megastructures, Physical Eschatology & the Fermi Paradox - YouTube](https://youtu.be/8CRit5rd4ec?si=a9DijEAIMsb7vNsu) [David Pearce | How to End All Suffering - YouTube](https://youtu.be/COYzvDwrTKY?si=1mq47q4o24U2TNuv) Stuart Russel AI [Professor Stuart Russell on AI, AGI, Education, Consciousness & The Future of Humanity - YouTube](https://www.youtube.com/watch?v=ZQuXtONnnKU&pp=ygUOc3R1YXJ0IFJ1c3NlbGw%3D) How did consciousness evolve? - with Nicholas Humphrey [How did consciousness evolve? - with Nicholas Humphrey - YouTube](https://www.youtube.com/watch?v=9QWaZp_2I1k) Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network [Miles Cranmer - The Next Great Scientific Theory is Hiding Inside a Neural Network (April 3, 2024) - YouTube](https://www.youtube.com/watch?v=fk2r8y5TfNY) Quintin Pope AI https://twitter.com/QuintinPope5/status/1780907564601106546 Noam Brown [Noam Brown, FAIR: On achieving human-level performance in poker and Diplomacy, and the power of spending compute at inference time - imbue](https://imbue.com/podcast/2023-02-09-podcast-episode-27-noam-brown/)