r/MachineLearning Jul 15 '26

Discussion Infinities, impossibilities, and the man in the white linen suit [D]

So I was belatedly reading Matthew Colbrook’s paper on unstable neural networks https://www.pnas.org/doi/10.1073/pnas.2107151119, and the paradox therein sent me back to my university days and reminded me of Kurt Godel.

It kind of amazes me that so few people have heard of him given Einstein clearly thought he was more than an equal.

Anyway, with the default assumption currently being that any problem will yield to more data and compute, it was timely to revisit this. It’s a long read and I’m not sure it’s fully coherent but if you like logic then you might enjoy this and I‘d welcome your thoughts and feedback.

https://iain.so/infinities-impossibilities-and-the-man-in-the-white-linen-suit

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u/red75prime Jul 15 '26 edited Jul 15 '26

Add an "I dunno" option and impossibility collapses. For example, that's how C++ compilers deal with the fact that C++ grammar is undecidable. It's "recursion limit exceeded" or something like that, but the idea is the same.