It sounds like the person who obscured the license plate may have had some political clout (or been a friend of a cop). That is how the NYPD works these days.
Here's a poster from 1887: https://commons.wikimedia.org/wiki/File:Citizen_asking_Mayor...
I think this should be revisited in the next contract negotiation.