Video content with people exploring our undefined future.
Home of the docuseries Beyond Turing, examining the limits of computation, and more to come.youtube.com/@UndefinedBeha… YouTubeJoined August 2026
We are betting trillions of dollars on the assumption that if we use enough brute force compute, AI will wake up and save the world.
But what if we are accelerating into a physical wall where scaling simply stops working?
Beyond Turing, a new documentary (more below)
@X_is_Arbitrary@Chuckhasfriends@CozendeyMath@Tr27324247@AnthropicAI Are we conflating eng feats with progress? We are still limited by the Turing machine model here. Going from 8 to 9 loops, impressive? Yes. Helps to scale with exponential problems? No. Are we tracking this properly? I don't know but I made a doc about the topic, link below.
I sat down with atomic physicists and computer scientists to map out exactly where the compute wall is—and the quantum cheat code biology might be using to bypass it.
youtu.be/DOsNzgBZ5c0
We are spending trillions of dollars on AI based on one massive assumption: that the human brain does not solve "hard problems."
If biology actually uses a physics loophole instead of brute-force computation, the current AGI roadmap is fundamentally broken. 🧵👇
We are betting trillions of dollars on the assumption that if we use enough brute force compute, AI will wake up and save the world.
But what if we are accelerating into a physical wall where scaling simply stops working?
Beyond Turing, a new documentary (more below) explores the limits of computation, potential limits to AI scaling, and an unknown professor in Denmark proposing a tabletop physics loophole to break through it.
Featuring Aephraim Steinberg, Andrew White, Ronald de Wolf, Palle Yourgrau, and more.
📷 Full 115-minute documentary link in the reply below
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