Lyft/Uber drivers from NJ can't pick up from NY. Whereas NY drivers can pick up from both states. NJ drivers have to drive back empty.

I had to cancel a trip from Fort Lee to Stony Brook when I discovered the driver had NJ plates.

They don't know where they're going until they arrive at location.