Not very recent, but...
I was surprised way back when I learned that we had already located some neurons which seem to encode the expected utility of possible actions. ('Utility' here isn't meant in the philosophical sense but in the neuroeconomic sense.)
I also remember being amused 1+ years ago when I did some more studying in AI and decision theory and learned that all currently described AI agents are Cartesian dualists. (This is old news 'round these parts, I know.)
all currently described AI agents are Cartesian dualists
I don't quite understand what you mean by that, can you elaborate?
I recently flipped through the "Cartoon Guide to Physics", expecting an easy-to-understand rehash of ideas I was long familiar with; and that's what I got - right up to the last few pages, where I was presented with a fairly fundamental concept that's been absent from the popular science media I've enjoyed over the years. (Specifically, that the uncertainty principle, when expressed as linking energy and time, explains what electromagnetic fields actually /are/, as the propensity for virtual photons of various strengths to happen.) I find myself happy to try to integrate this new understanding - and at least mildly disturbed that I'd been missing it for so long, and with an increased curiosity about how I might find any other such gaps in my understanding of how the universe works.
So: what's the biggest, or most surprising, or most interesting concept /you/ have learned of, after you'd already gotten a handle on the basics?