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Flock is Secretly Building a Powerful New Prompt-Based AI Tool for Police (wired.com) 55

Slashdot reader fjo3 shared this article from Wired: [Flock] has told the public for years that its technology "cannot recognize, identify, or track individuals." It has now built a system that does both, an artificial intelligence tool for police that can identify drivers and track vehicles by their patterns of movement alone, WIRED has learned... Because the system also reaches police case files, 911 dispatch logs, and commercial identity records, those plates can be turned into names, home addresses, and relatives. It can search for people in an area drawn on a map based on nothing more than a physical description...

The code describes 45 tools at the AI's disposal, giving it access to plate scans and camera metadata, arrest records, case files, dispatch logs, ballistics results, and commercial databases that contain Social Security numbers, dates of birth, phone numbers, email addresses, relatives and associates. Flock says it is testing the product with a small group of law enforcement partners and describes it as still in development, with capabilities that may not reflect what it eventually sells. It arrives as the company faces bipartisan political pressure, a growing record of officers caught misusing its platform, and a wave of vandalism that has left cameras sawed off and lenses painted over in cities across the country...

An officer no longer needs a plate, a name, or a crime to begin: They supply a place, a stretch of time, and a pattern of behavior, and the system is designed to hand back the people who fit... One prompt Flock preloaded into the system reads: "Find me witnesses based on vehicles most seen in [neighborhood] during [last 14 days] during [daily timeframe] *(will not include whitelisted vehicles)." An officer would fill in the blanks and submit it. The output is a list of plates, which other tools in the product then convert into names and home addresses. Another prompt instructs the system to list everyone arrested more than twice in two years for "any offense," exempting only narcotics arrests, and then says to map where those people live, retrieve the calls for service at their homes, and "do a workup on the top three individuals." The prompt begins with everyone in the area who has an arrest record and ends with dossiers on three of them, chosen by the software. A "workup," in Flock's terminology, is a one-command background check. It starts with a name and a date of birth and returns what the department's records and commercial data hold: vehicles, prior listings as a suspect, and, on a second screen, relatives, phone numbers, and online accounts.

Wired shares this reaction from a law professor at George Washington University.

"It is clear Flock has aspirations far beyond ALPRs to become a digital platform for policing,"

Flock is Secretly Building a Powerful New Prompt-Based AI Tool for Police

Comments Filter:
  • They're (mis)classifying people, cars, objects, and more for perpetual use where the consumers will eventually be anyone with money, anywhere in the world: intelligence agencies, police forces, militaries, corporations, governments' agencies, criminals, and stalkers too.
    • They're (mis)classifying people, cars, objects, and more for perpetual use..

      Got it.

      Mondays, I'm Spiderman. Coordinated with the other 400 million Spidermans in the world.

      Tuesdays, I'm Batman. Coordinated with the other 300 million Batmans in the world.

      Wednesday is Yoda day. May the Farce be with Us. Always.

      (Thursdays? I'm just myself. Flocking thing goes apeshit over that.)

  • by Moryath ( 553296 ) on Saturday August 22, 2026 @04:10PM (#66302358)
    Legal challenges, run them out of money, BAN their tactics from the USA as unconstitutional. EVERYTHING needs to happen to make Flock cease to exist.
    • by sinkskinkshrieks ( 6952954 ) on Saturday August 22, 2026 @04:24PM (#66302382)
      While unpopular, the mob advice of destruction and/or theft of government-contracted hardware without a "Camera Protection Plan" (most customers) requires municipalities to buy even more gear and makes Flock even richer while accomplishing minimal progress.

      The keys are to make them politically radioactive, demand their removal through civil-political means, and exhaust their profits (as you say) legally and so forth (IDK, maybe CPP-protected hardware can be identified?)
      • Some cities have already suspended their contract's with Flock. Other's have deactivated the cameras. More will follow. This is actually a topic that could unify the people against this bullshit as it universally affects everyone. From Idaho to California, people have been destroying these things.

        This is actually one area where we might actually push back. It won't change the Amazon Ring debacle but at least we can pushback on Flock-like bullshit.

        • Here in the People's Republic of California, some cities explicitly don't use it, but the single-party politburo at the top adores it.

        • Yes, yes, there is resistance all over now but the rest of the country's municipalities mindlessly deployed them in large numbers, probably because of envelopes of cash in chip bags.

          Flock has also been busted "deactivating" cameras when they keep using them for themselves without an active contract. They must be actively taken-down or destroyed.

          Note: Home Depot, et. al. corporations use them in their parking lots and were early adopters and have them regardless of municipal decisions.
        • by Local ID10T ( 790134 ) <ID10T.L.USER@gmail.com> on Saturday August 22, 2026 @07:36PM (#66302562) Homepage

          Some cities have already suspended their contract's with Flock. Other's have deactivated the cameras.

          Note that these two things are not the same. Cancelling a contract does not necessarily remove or deactivate a camera.

          The cameras were installed as part of the contract with the municipality (city. state, county, fed, etc.) but are owned and operated by Flock. The cancellation of the contract just means ending the payments for access to the Flock system. It would take further action to order the removal/deactivation of the cameras. Flock is still watching, and other police forces can still use the data they are collecting.

          If your municipality says it is "cancelling its contract with Flock", make sure they are actually removing the cameras, not just agreeing to stop subscribing to the Flock system.

          The devil is in the details.

      • The keys are to make them politically radioactive, demand their removal through civil-political means, and exhaust their profits (as you say) legally and so forth (IDK, maybe CPP-protected hardware can be identified?)

        Under the current US regime? Oh, you sweet summer child!

    • It won't matter. The problem isn't the company. The problem is AI making it easy to correlate data from previously independent sources. If Flock doesn't do it someone else will.
      • Flock, Axon, etc. are panopticon video/audio/etc. sensor ingestion enablers (not so-called "ALPRs") that produce extremely poor-quality guesses compared to mobile phone metadata and wifi and bt tracking.

        AI is making people believe half-assed, half-baked metadata is gospel. Their data is shit, and the worse it is, the shittier it is. So-called "ALPRs" make it worse. But even CCTV security camera AI is terrible and way over-sold, ask casino guy. [allaboutlawyer.com]
    • Flock can save lives. Strongly regulate its use and severely punish its abuse, don't destroy it. A large number of violent crimes can be solved with it. Right now in the USA only about 50% of murders get solved. Scotland has a 100% homicide solve rate. Scotland's cities and towns utilize broad CCTV networks in public squares, transport hubs, and high-traffic streets and they use live facial recognition. We don't need to be Scotland, but if we have total surveillance we would be able to solve well over 90% o

      • No this is minority report on steroids, police cannot be trusted with this.

      • by Moryath ( 553296 )
        Your racism showed itself, KlanBitchDot. String yourself up with a rope you Nazi KlanBitchLyingWhoreshit.
      • That means they solve every murder. If a person kills someone in Scotland, they're getting caught. Guaranteed.

        NOPE. Based on Scotland police's definition, they consider a case closed or solved when they identify someone they think was responsible, and that person's name is forwarded on for prosecution. The conviction rate is not 100%, more like 70-80% (https://www.theferret.scot/murders-2013-solved-police-scotland/). AND, their murder numbers may not include deaths that the police cannot determine were murders. For example, a drug overdose could be accidental or could be murder, and pressure to classify it as accid

    • Killing Flock won't kill the concept or the capability and more than demolishing Napster stopped music copying. I bet within 5 years, this scanning will be common in most dashcams and phone apps will be available.

      Lashing out in anger without having a plan or knowing your target is juvenile.

      • Not if you and I start cancelling politicians, especially local ones

        • You miss the point completely. The technology is there and unstoppable. Cutting down one company doesn't destroy the technology. Killing Napster didn't kill the technology, it just spread it around, decentralized it, then there were thousands of sites to control, and they never did manage to do that, did they? Killing Flock will do exactly the same.

  • by ewhac ( 5844 ) on Saturday August 22, 2026 @04:59PM (#66302422) Homepage Journal

    "It is clear Flock has aspirations far beyond ALPRs to become a digital platform for policing," [emphasis mine]

    They misspelled, "Orwellian suveillance and harrassment."

    Law enforcement officers are already abusing Flock's existing capabilities for stalking [cybernews.com]. This will not improve matters one iota.

    • No shit, Flock probably will add a "Find the location of my ex-girlfriend at this moment" prompt for LEO.
    • It's far worse than anything Orwell could imagine. It's a forever, mutli-modal (video, audio?, bt?, wifi?, sdr?) panopticon with very poor quality guesses, believed by authorities unquestionably, and potentially forever sellable to anyone anywhere in the world with enough money. Some companies will claim they're only keeping "data for X days", but they're probably talking about raw streams that they run through classifiers to produce crappy metadata that they will keep forever and say it's "99.999% good".
      • I thought the purpose of the "virtual" panopticon was to prevent bad behavior, because the prisoners never know whether they're being watched. So this would be different, because it actually is always watching, and we've already proven even that doesn't prevent bad behavior. And it's quite fallible as well, not to mention that there are ways around it. So its intention may be punishment, possibly some misguided intent of prevention, but really it's just surveillance in general for any purpose for which some
  • And people not giving a shit about their local city council allows the halfwitted petty little tyrants to build the Torment Nexus using your tax dollars. Yaaaayy!
    • "It is not uncommon to see patients undergo permanent psychological trauma in the presence of the Sphere, before the nerve stapler has even been strapped into position. Its effect on the general consciousness of the culture is profound: husbands have seen wives go inside, and mothers their children. Dr. Xynan left the surface of the sphere semitranslucent for a reason. You can hear them in there; you can see them. It is a thing of terrible beauty."

      – Baron Klim, "The Music of the Spheres"
  • Pretty sure this is how the USSR gulags were filled. Question and imprison anyone meeting the description of a suspect that day. Its bad enough with false positives coming from location readers, mapping services, social media, and uncorrected data that forces people to try and prove their innocence which basically falls on deaf ears. Fuck flock and their bullshit apologies for how they didnt know the tech would be misused by cops with unrestricted access.
  • Can't have the corrupt cops and politicians flagged every week
  • For too many years now, 1984 has been used like an instruction manual and it is done so bipartisan.

  • Would a custom license plate frame ringed with high intensity infrared LED's obfuscate your plate from Flock ?
    ( Or at least make your plate unreadable )

    It would only impact camera systems that can see into the infrared spectrum. It wouldn't impact human
    visibility to said plate at all.

    Wouldn't be all that difficult to build with some basic electronics theory, some tools and / or 3d printer.

    But, I have no idea if the Flock cameras see into the infrared spectrum or not.

    Is just a passing thought.

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