They will, but are they skirting the law in doing so?
I've seen (and taken advantage of) black limos cruising the streets of San Francisco at busy times (New Year's Eve, closing time), picking up passengers taxi-style. It's presumably illegal, but the police generally have better things to do at these times than harass limo drivers.