Well, I resigned my postdoc and decided to pursue "Science 1" as he terms it. Let's see how successful I am in a year or two...
Please post about your experience! I'l love to read what happened
Anyway, I have enough money to fund myself for at least a couple years, so my goal is to make the best of that time and see if I can upend the dominant paradigm in NLP (humans don't need as much data to learn — I'm going to pursue ideas that allow computers to be as data efficient).