By spirit of the law I mean: rolling a stop sign at 1am on a flat country road is not the same as rolling a stop sign in a busy parking lot.
Also, I suspect that there will not be anywhere near enough judges to allow people to question the inevitable mistakes that are made if AI is involved. Arguably, most societies don't have enough judges to deal with simple matters such as speeding/parking tickets.
1. No one is foregoing the revenue from even minor infractions.
2. There won’t be a human in the loop. You thought Judge Judy was bad? Try Judge AImy.
How do I know this? Having copped three speeding fines last year via speed cameras, two of which were for driving 43km/h in a 40 zone. One of which I disputed with dash-cam footage showing it was a brief overtaking acceleration when a truck came to a stop in an intersection. Outcome? “No. Speed camera never lies. But feel free to waste more time and money getting this before a human.”