johnswentworth comments on The Power of Noise - Less Wrong
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I'm going to commit a social faux pas and respond to my own comment, because multiple subthreads are all saying essentially the same thing: this is just math, the theory is known, humans can already do it (often with some help from computers to get through the math).
As I've read it, one of the major takeaways of lesswrong is that AI is not magical. If humans cannot possibly figure out the theory, neither can an AI. If humans cannot possibly do the math (possibly with some help from a computer), neither can an AI. Anything an AI can do, a human can also do in principle. They differ only in the degree: AIs will eventually be able to do much more complicated math, solve much more complicated problems, and self-improve much faster and more reliably.
So if you look at my original suggestion and think "that's nothing special, a human can do that in theory" then you're completely correct. Things humans can do IN THEORY are EXACTLY the things with which an AI can help.