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February 9, 2026·115 min

Vitaly Vanchurin — The Universe as a Learning Network (TOE, 2026)

Vanchurin in conversation with Curt Jaimungal: how quantum mechanics and gravity emerge from the 'world as neural network' model, what an observer is, and how the microscopic degrees of freedom of such a universe are organised.

A long conversation with the author of the "universe as a neural network" hypothesis on Curt Jaimungal's Theories of Everything channel.

Why it matters for Neural Cosmology: this is the most recent first-hand account of the idea. Vanchurin shows in detail how quantum mechanics and general relativity arise as limits of a network's learning dynamics, and answers the usual objections.

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