Silicon Valley companies may get all the press, but did you know Honda (NYSE: HMC) is developing its own self-driving car, too? Using a modified Acura RLX as its test-bed, Honda began testing its new autonomous vehicle in 2013 and was reported to be running the vehicle in Detroit last year.