In a bid to cut the number of coding errors made in its Firefox browser, Mozilla is deploying Clever-Commit, a machine-learning-driven coding assistant developed in conjunction with game developer Ubisoft.
The tool builds on work by Ubisoft La Forge, Ubisoft's research lab. Last year, Ubisoft presented the Commit-Assistant, based on research called CLEVER, a system for finding bugs and suggesting fixes. That system found some 60-70 percent of buggy commits, though it also had a false positive rate of 30 percent. Even though this false positive rate is quite high, users of this system nonetheless felt that it was worthwhile, thanks to the time saved when it did correctly identify a bug.