Comment by DennisP

Because if each neuron represents a small set of similar concepts instead of several completely different things, it should be easier than expected to look inside the neural net and see what it's really thinking.

It might still be quite difficult since the network is huge, and just because you know what the individual neurons represent doesn't mean you understand the complicated thoughts they're building. But easier than expected is still good news.