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The Defeat of Expressive Power in Computer Science
An adversarial program that's just supposed to find ways of beating one particular Go program called Catego. It found ways of generating groups kind of like a circular sandwich. And this was something that we saw our adversarial program doing, but then a human could look at that and say, oh, OK, I can make that happen in a game. But also turns out that all the other Go programs, which were trained by completely different teams using different methods and different network structures,. they all have the same problem. They all fail to recognize this circular sandwich and lose all their pieces. So it seems to be not just an accident. It appears to be a qualitative failure of these networks