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Go to https://shortform.com/toe for a free trial and an exclusive $50 OFF on your annual subscription. What if physics is just the universe learning? Most Theories of Everything episodes are mind‑bending for their math, physics, philosophy, or consciousness implications. This one hits all four simultaneously. Professor Vitaly Vanchurin joins me to argue the cosmos isn't just modeled by neural networks—it literally is one. Learning dynamics aren't a metaphor for physics; they are the physics. Vanchurin shows why we need a three‑way unification: quantum mechanics, general relativity, and observers. As a listener of TOE you can get a special 20% off discount to The Economist and all it has to offer! Visit https://www.economist.com/toe SUPPORT: Support me on Substack: https://curtjaimungal.substack.com/su... Support me on Crypto: https://commerce.coinbase.com/checkou... Support me on PayPal: https://www.paypal.com/donate?hosted_... JOIN MY SUBSTACK (Personal Writings): https://curtjaimungal.substack.com LISTEN ON SPOTIFY: https://open.spotify.com/show/4gL14b9... TIMESTAMPS: 00:00:00 - The Neural Network Universe 00:05:48 - Learning Dynamics as Physics 00:11:52 - Optimization and Variational Principles 00:21:17 - Deriving Fundamental Field Equations 00:28:47 - Fermions and Particle Emergence 00:37:17 - Geometry of Learning Algorithms 00:44:53 - Emergent Quantum Mechanics 00:50:01 - Renormalization and Interpretability 00:57:00 - Second Law of Learning 01:05:10 - Subatomic Natural Selection 01:15:40 - Consciousness and Learning Efficiency 01:24:09 - Unifying Physics and Observers 01:31:01 - Qualia and Hidden Variables 01:40:24 - Free Energy Principle Integration 01:46:04 - Epistemological Doubt and Advice LINKS MENTIONED: Vitaly's Papers: https://inspirebeta.net/literature?so... Vitaly's Lecture: • "Emergent Field Theories from Neural Netwo... Vitaly's Website: https://cosmos.phy.tufts.edu/~vitaly/ Towards A Theory Of Machine Learning [Paper]: https://arxiv.org/pdf/2004.09280 Autonomous Particles [Paper]: https://arxiv.org/pdf/2301.10077 Emergent Field Theories From Neural Networks [Paper]: https://arxiv.org/pdf/2411.08138 Covariant Gradient Descent [Paper]: https://arxiv.org/pdf/2504.05279 A Quantum-Classical Duality And Emergent Spacetime [Paper]: https://arxiv.org/abs/1903.06083 Emergent Quantumness In Neural Networks [Paper]: https://arxiv.org/abs/2012.05082 Predictability Crisis In Inflationary Cosmology And Its Resolution [Paper]: https://arxiv.org/abs/gr-qc/9905097 Stationary Measure In The Multiverse [Paper]: https://arxiv.org/abs/0812.0005 The World As A Neural Network [Paper]: https://arxiv.org/pdf/2008.01540 Self-Organized Criticality In Neural Networks [Paper]: https://arxiv.org/pdf/2107.03402v1 One Hundred Authors Against Einstein [Book]: https://amazon.com/dp/B09PHH7KC8?tag=... Geocentric Cosmology: A New Look At The Measure Problem [Paper]: https://arxiv.org/abs/1006.4148 Jacob Barandes [TOE]: • The Physicist Who Found Quantum Theory's U... Yang-Hui He [TOE]: • The AI Math That Left Number Theorists Spe... Eva Miranda [TOE]: • Geometric Quantization: The Bridge from Cl... Felix Finster [TOE]: • Dirac's 90-Year-Old "Mistake" Unifies All ... Stephen Wolfram [TOE]: • Stephen Wolfram's Radical Theory of Everyt... Stephen Wolfram 2 [TOE]: • Solving the Problem of Consciousness | Ste... Avshalom Elitzur [TOE]: • The Universe Writes Itself Into Existence ... Ted Jacobson [TOE]: • The Physicist Who Proved Entropy = Gravity Geoffrey Hinton [TOE]: • Why The "Godfather of AI" Now Fears His Ow... Wayne Myrvold [TOE]: • A 2 Hour Deep Dive into Entropy Cumrun Vafa [TOE]: • Dark Dimensions: NEW THEORY Unifying Dark ... Claudia De Rham [TOE]: • The Woman Who Broke Gravity | Claudia de Rham Lee Smolin [TOE]: • Time and Quantum Mechanics SOLVED? | Lee S... Consciousness Iceberg [TOE]: • The Complete Consciousness Iceberg | 2 Hou... Matthew Segall [TOE]: • Is The Universe Conscious? | Matt Segall Andres Emilsson [TOE]: • The Science of New States of Consciousness... Will Hahn [TOE]: • Top AI Scientist Unifies Wolfram, Leibniz,... David Wallace [TOE]: • The Many-Worlds Interpretation of Quantum ... Karl Friston [TOE]: • Friston's "Free Energy Principle" | The Mo... SOCIALS: Twitter: / toewithcurt Discord Invite: / discord Guests do not pay to appear. Theories of Everything receives revenue solely from viewer donations, platform ads, and clearly labelled sponsors; no guest or associated entity has ever given compensation, directly or through intermediaries. #science