New York City's Taxi and Limousine Commission is starting a one-year pilot program February 15 that will bring the technology to Manhattan for the first time.

For New Yorkers who rent out their homes, they risk possible violations and thousands of dollars in fines. It's the latest example of how popular tech companies run smack into government regulations.