It's all about the big picture. Using machine learning, Stanley was able to look at the big picture more effectively than a human could have. |
The project is just beginning. We feel that, ultimately, you'll be able to go to the dealer and buy a car that drives itself. |
The real challenge was to get the intelligence right, and the intelligence was in the software. |
Using machine learning, we reduced Stanley's error rate from about 12 percent in the beginning to about 1 in 50,000 by race time. We gave Stanley a framework to approach the problems he had to tackle. |