Except AlphaZero doesn't evaluate nearly as many moves as Stockfish (80Knps vs 70Mnps), so in a sense, it has exactly generalized a principle (or likely a whole lot of principles) that allows it to estimate positions much better than Stockfish.

Of course you are right about perfect play, but the human-like aspect is part of what is exciting about these new Alpha engines.