Amazing !

Decentralizing traffic enforcement is a win-win. Bravo to NYC for opening this sort of program and OP for turning it into an "efficient free market".

Will try it out soon. Bookmarked.

Fines not linked to income means it’s legal if you’re rich. I’m all for fining polluters to disincentivize pollution, but until we have income-pinned fines i’m not reporting any car under $50k

> Decentralizing traffic enforcement is a win-win

Win-win for who exactly? Maybe we need to decentralize and AI-accelerate construction permit reporting too. Your backyard fence looks DIY and not up to code and your porch light looks like a fire hazard.

They're trialing something like that in France. There's a project that uses machine learning on aerial photography databases to search for objects in peoples' backyards, for enforcement,

https://www.theverge.com/2022/8/30/23328442/france-ai-swimmi... ("French government uses AI to spot undeclared swimming pools — and tax them / The government used machine learning to scan aerial photos of properties")

Most cities have ways for neighbors to report things like this.

Yes, and they're almost exclusively used by the worst type of vindictive chickenshit humans imaginable. I've known people affected by this, whose evil neighbors used 311 as a weapon because they simply didn't like them, and caused them tens of thousands of dollars in forced unnecessary renovations not to mention stress, for trivial violations that are widely ignored.

> Win-win for who exactly?

Society at large? All the people who don't have the breathe the fumes of some garbage commercial vehicle.

> Your backyard fence looks DIY

Provided it's up for code, whether it was "done yourself" or not doesn't matter.

> your porch light looks like a fire hazard.

Absolutely this should be reported.

It's not a win-win for society.

What do you think of China, where the application of this idea is widespread?

We absolutely do that all the time?

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I lived in China for many many years and this is not a good example. Parking, and driving in general, is chaotic and unregulated. Yes, you have cameras everywhere that detect running on red or taking a wrong lane, but that's about makes it. Speeding, haphazard parking, everything is allowed. Scooters go anywhere. Bikes go anywhere. People go anywhere. Red, green, anything in between, it's a free for all. Like a policeman smoking under "no smoking" signs is totally normal. I'd say, you can get away with mostly anything in China, nobody would care (unless you're non-Chinese, then dutiful neighbors will report your every sneeze).

PS: Yet I do find OP's idea reminding me of China. Having a society that polices itself (just in China it's more about thought, not behavior) is definitely not a thing I would enjoy.

I’ll never understand how people believe bike and pedestrian “infractions” to be the same as that of motor vehicles.

Members of this “get off my sidewalk!” group often fail to realize this: Did you study to become a pedestrian? Did you go to a bicycle driving school to acquire a permit to operate one? Was an exam at all given in order to use public foot or bike paths?

If the answer is no, then you aren’t held to the same standards as cars, which are heavily regulated and require licenses to operate.

Obeying road signs for bicycle and pedestrians are suggestions, rarely enforced, and the worst case scenario is usually you hurt yourself. Your ability to hurt others has an upper bound that society deems acceptable.

I'm a bicycle "driver" myself. I cannot even drive a car, and don't intend to learn. But you should come to China and see how bikes behave.

https://www.youtube.com/shorts/3X9BGMPM8Us (electric scooters are classified same as bicycles there)