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SCOTUS has (sort of) done this in the recent Chatrie case. https://www.supremecourt.gov/opinions/25pdf/25-112_0am4.pdf

It's obviously different in that Chatrie was about google location data, and there actually was a warrant. SCOTUS ruled that warrant was too broad since it captured everyone in that location, not a specific person(s).

Constitutional scholars have pointed out the ALPR are next in line to face challenges based on the same principles as Chatrie - LEO can get a warrant for a specific person(s) to search but cannot search the entire universe.

That would not prevent ALPRs from existing, but it would require a warrant to search them. Which seems reasonable and completely in line with the 4th amendment.

Edit: words/spelling

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OK sure, but do they now also need a warrant to look at their own footage from their body cam, or their dashcam? What about the camera on the side of the municipal building?

Compelling parties to give up data is different than looking at your own data. And it is firmly established that recording and reviewing footage in public space is totally fine.

So we are back to square one...How do we define scale such that a police camera on a police car is OK, but a police camera on every corner is not. Or that individuals can record in public but police cannot.

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SCOTUS gets into it in their opinions on Chartrie, you should check it out.

They wrestle with the balance there of 4th amendment protections and mass surveillance. It's evolving and generally courts are moving to not allowing mass surveillance -or less so than they have allowed in. Courts have been split on it, and someone already pointed it out that SCOTUS will eventually come up with tests for it.

There were some really interesting parts of those Chatrie opinions that really will test the idea that someone in public gives up their right to any privacy - the fundamental underpinning of why governments can currently point cameras at public places and dont need a warrant to search that video.

Chatrie protected the aggregated viewpoint versus any single public moment - And SCOTUS said the aggregated viewpoint (mass search of location data with no specific person(s)) is not allowed under the 4th amendment. A very interesting precedent.

Gorsuch had an interesting take in that he argued that in Chatrie the location data was Chatrie's personal property and therefore protected from illegal searches from government.

There are a lot of similarities to how ALPRs work, and key differences. Mostly Chatrie deals with a private firms data collection of locations - google vs ALPRs are generally on publicly owned property and recoding things in public.

Still, many justices opened the door to the idea that the government can't mass surveil citizens. We'll have to wait and see how it all plays out.

I am very much of the opinion the government should need a warrant to search through ALPR data (and video for that matter). So, I am hopeful that the tenets of Chatrie extend to ALPRs, video, etc.

Edit: Gorsuch argues that the data is personal and not the government's data - this is what prevents the government from searching for it without a warrant. He did not get into why a body cam or something like that is different.

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Sometimes the law is vibes, SCOTUS will probably create a set of tests where lower courts will have to look at how many points it hits and decide whether it's over the line on a case by case basis.
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I don't know what the philosophical answer is, but the real answer is that we don't, the supreme Court does.
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You don’t need to rigidly define scale to demonstrate at a common sense level that there is a major difference between a couple cops writing down your license plate and a nationwide network of them entering your plate into a searchable ledger.
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...so we only have 5 cameras, one at each entrance to our town.

Five cameras is less than what the number of police on duty are using.

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The number of cameras matters much less than what those cameras are being used for. If police body cam footage was being indiscriminately scanned for any and all license plate data and all of that data was being fed into a national database which was being routinely accessed and abused that would also be problem. As far as I know, that isn't the case.
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Given that in the majority of places police are typically busy doing things like writing speeding tickets and going on calls that leaves a lot less time for them to sit still for an 8 hour shift and record every single plate they can see 24/7/365. Those 5 cameras would represent 15 to 20 officers which is a huge taskforce no matter how large the department.
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You don’t need to do that, actually. The legal system in the United States is highly capable of sussing out descriptions like “undue or unreasonable”.
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The point at which we decide it's dangerous to the safety, freedom, and happiness of citizens. Every law we have is a balance between "provides good" and "imposes bad" - and we have to adjust where that balance lies on an ongoing basis as things (technology) change.
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It’s impossible to “rigidly” define words like “chair” when faced with someone who’s committed to demonstrating ways you’ve failed to do it.

Luckily we never need to do that with words for them to be useful, even in legal contexts.

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How many man hours could the department in question realistically dedicate to the investigation without the technology
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Scale does matter. Take bacterial infections for example, there's a tipping of scale on the way to full blown sepsis
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