The Game of Go has been explored for 2500 years and resulted in a body of theories that Go masters study in Go schools. Alpha Go discovered that human Go understanding was caught in a local optimum, and broke out of it. The game of modern physics started only 130 years ago...
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in more metaphorical terms: can an algorithm find alexander's solution to the gordian knot problem?
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That is exactly the problem with metaphors. If you don't compile them into cold hard computable functions they may lead you astray without giving you a chance to notice it.
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perhaps. if you try to fit a linear model, the algorithm will give you the best linear model for a given error function. It cannot choose the family or the error. those are the rules.
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