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Does it beat poker by reaching Nash eq (where you cant make profit and no one can profit from you) or exploits opponents weakness to seek profit ?

It doesn't exploit its opponents' weaknesses. Its focus was on not having any weaknesses that its opponents could exploit. However, the algorithms are not guaranteed to converge to a Nash equilibrium in this setting because it's not a two-player zero-sum game (and in either case, it's not clear that playing a Nash equilibrium would provide much benefit in this setting).

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