this post was submitted on 10 Dec 2025
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Bombshell new reporting from 404 Media found that Flock, which has its cameras in thousands of US communities, has been outsourcing its AI to gig workers located in the Philippines.

After accessing a cache of exposed data, 404 found documents related to annotating Flock footage, a process sometimes called “AI training.” Workers were tasked with jobs include categorizing vehicles by color, make, and model, transcribing license plates, and labeling various audio clips from car wrecks.

In US towns and cities, Flock cameras maintained by local businesses and municipal agencies form centralized surveillance networks for local police. They constantly scan for car license plates, as well as pedestrians, who are categorized based on their clothing, and possibly by factors like gender and race.

In a growing number of cases, local police are using Flock to help Immigration and Customs Enforcement (ICE) agents surveil minority communities.

It isn’t clear where all the Flock annotation footage came from, but screenshots included in the documents for data annotators showed license plates from New York, Florida, New Jersey, Michigan, and California.

Flock joins the ranks of other fast-moving AI companies that have resorted to low-paid international labor to bring their product to market. Amazon’s cashier-free “just walk out” stores, for example, were really just gig workers watching American shoppers from India. The AI startup Engineer.ai, which purported to make developing code for apps “as easy as ordering a pizza,” was found out to be selling passing human-written code as AI generated.

The difference with those examples is that those services were voluntary — powered by the exploitation of workers in the global south, yes, but with a choice to opt out on the front-end. That isn’t the case with Flock, as you don’t have to consent to end up in the panopticon. In other words, for a growing number of Americans, a for-profit company is deciding who gets watched, and who does the watching — a system built on exploitation at either end.

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[–] Zwuzelmaus@feddit.org 14 points 3 days ago (2 children)

The whole world knows already that Us companies are doing such sh*t all the time.

But it never ceases to surprise me how Us americans themselves suddenly cry "scandal" as if they hadn't known already that their companies are doing such sh*t all the time.

[–] AcidiclyBasicGlitch@sh.itjust.works 6 points 3 days ago (1 children)

I mean there are legit companies doing good work that get passed over all the time.

How did these 3 guys get hundreds of millions in government contracts for a product that didn't even exist.

And not only did it not exist, they were demanding everybody let them violate their privacy so that their non-existent product could "end crime."

I'll just come out and say it, the "scandal" imo isn't the company was a fraud part. The scandal is that people within the government wanted so badly to amp up surveillance and the police state within the U.S. they just went ahead and dumped all this money into A.I. that didn't actually exist because "A.I. is already here and it will fix everything, and even if you don't want it, too fucking bad."

Like it was never that the government thought A.I. tech was that important, or the future, or whatever bullshit. They've just realized the tech industry allows them the ability to spy on people, control information, and make a shit ton of money doing it.

[–] muusemuuse@sh.itjust.works 2 points 2 days ago

It’s not fraud if you have political connections.

[–] DickFiasco@sh.itjust.works 1 points 3 days ago

Yeah, the only surprise any more is whether it's just going to be the usual fraud, or some new creative type of scam I haven't seen yet.