So, they want to build self-teaching computers in a way that most users won't understand. What could go wrong?
I won't last long when the machines take over. I'll be forced to Google something like "how to make shelter with sticks in NW Harris County" and my position will be given away, assuming my phone hadn't already killed me.
The thing about Darpa is that when they publicly say they're going to do something, it usually means they've already done it.