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Classical billiards can compute (2d billiard systems are Turing complete)

https://arxiv.org/abs/2512.19156
21•nabla9•6h ago

Comments

QuadmasterXLII•1h ago
This is a really cool result! It's computation in a single ball bouncing around a 2-D container, with the infinite state needed encoded in infinite digits of the real number coordinates of the ball (and balls velocity.) Am I reading correctly that the boundary of the billiard table is fractal, with infinite complexity, but the complexity is simple in some sense? Otherwise, a fractal wall encoding a look-up-table of halt/doesn't halt would also do turing computation (better even!) but the paper seems less trivial than this
_alternator_•20m ago
Embedding state in a real number, and calling it a “length” is a common trick to show that a physical system is TC. Unfortunately, the abstraction (length<->real number) suffers from numerous real-world issues that typically renders any implementation impossible.

I’m not even talking impractical; real numbers are simply too powerful to be resolved in the physical world. Unless you spend a ton of effort talking about quantizing and noise, you are very, very far from a realizable computer.

bsima•1h ago
i knew there was a good reason i like playing pool so much

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https://alperenkeles.com/posts/test-dont-verify/
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https://computerhistory.org/blog/adobe-photoshop-source-code/
312•tosh•5d ago•77 comments

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https://boringsql.com/posts/instant-database-clones/
248•radimm•8h ago•94 comments

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https://github.com/pytorch/executorch
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90•california-og•6h ago•13 comments

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187•steffoz•8h ago•66 comments

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https://carnap.io/
78•ravenical•7h ago•15 comments

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262•karol-broda•15h ago•71 comments

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6•Vigier•4d ago•1 comments

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443•auraham•21h ago•80 comments

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216•nishilpatel•6h ago•68 comments

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7•dracyr•1d ago•0 comments

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37•hasheddan•5d ago•1 comments

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https://z.ai/blog/glm-4.7
390•pretext•21h ago•206 comments

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https://archive.org/details/insidececot
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315•jtokoph•23h ago•135 comments

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144•ushakov•6d ago•47 comments

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121•cbmuser•3d ago•29 comments

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https://gchandbook.org/index.html
254•andsoitis•21h ago•36 comments

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https://github.com/anthropics/claude-code/blob/main/CHANGELOG.md
479•JamesSwift•1d ago•299 comments

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721•chaps•1d ago•442 comments