The team shaking up climate models

Using machine learning. One interesting bit is that they chose Julia as the language with which to build their software, and after some initial trepidation over using such a “new” language they're now super-satisfied with their choice and saying they couldn't have done as much as fast with any other language; “Julia paid off for us better than they would have imagined”.