What's really revolutionary about machine learning?
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What's really different about machine learning? Compared to 20th century AI, how is machine learning revolutionary (as opposed to evolutionary)? I'm going to argue that the real revolution in machine learning is that allows humans to "outsource" problems that are in the computational complexity class NP. Specifically, it allows humans to perform a task in NP by solving a problem in P. I'll describe what these terms mean—and how I get to this conclusion. But the relevance of this observation is that, if it's true, it gives a very fine point to
What's really revolutionary about machine learning?
What's really revolutionary about machine…
What's really revolutionary about machine learning?
What's really different about machine learning? Compared to 20th century AI, how is machine learning revolutionary (as opposed to evolutionary)? I'm going to argue that the real revolution in machine learning is that allows humans to "outsource" problems that are in the computational complexity class NP. Specifically, it allows humans to perform a task in NP by solving a problem in P. I'll describe what these terms mean—and how I get to this conclusion. But the relevance of this observation is that, if it's true, it gives a very fine point to