&gt;Regardless, this has nothing to do with how the brain learns, but rather the function it has learned.<p>The learning rule and the hypothesis class together dictate what sort of function is learned.<p>&gt;Even if a neural network somehow used entirely local learning rules, it could still be exploited with this method.<p>Yes, which is why current neural networks may not be the best learning method.