Uber's Self-Driving Cars Hit The Roads Of San Francisco, But Is It Legal? Uber confirmed testing its self-driving vehicles in San Francisco. The cars spotted by the public were similar to the Ford Fusion automated vehicles that the company used in the course of its pilot launch in Pittsburgh. by Chris Loterina