Human-in-the-loop deep learning will help drive autonomous cars

In a not-too-distant future, autonomous cars, driven largely by AI systems, will hit the road in large numbers. But getting autonomous vehicles on the road is only half the battle. That's because, even after the cars are out there, system operators will need to frequently update their software models and deploy updates to their fleets. While we can all get away with updating our smartphone apps only once every few months for fun, autonomous cars aren't Angry Birds, and their software will need to be updated regularly in order to keep passengers safe. Across the board, auto manufacturers agree that continuously training and deploying updated software models to their fleets is their biggest challenge.