> Even the trendy technique of “deep learning,” which uses artificial neural networks to discern complex statistical correlations in huge amounts of data, often comes up short.

That doesn't seem to be very surprising given the limited complexity compared to say a fly's brain. Artificial NNs manage to work because they are highly specialized to a specific task.