This DHS AI assigns you a threat score using nothing but your license plate

Mar 8, 2026 10:37 AM

RichardPenne

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"Your morning coffee run generates more intelligence than you think. The Department of Homeland Security is using Palantir’s AI platforms to transform license plate scans, parking records, and location data into detailed threat assessments that would make NSA analysts jealous.

DHS recently awarded Palantir a $30 million contract for “ImmigrationOS”-essentially turning your daily movements into deportation intel. The system fuses data from automated license plate readers with social media posts, financial records, and government watchlists to build real-time profiles of anyone driving American roads.

How Battlefield AI Invaded Your Commute

Palantir’s military-grade surveillance tools now monitor suburban parking lots with Afghan battlefield intensity.

Palantir’s Gotham platform, originally designed for hunting terrorists in Afghanistan, now tracks suburban parking lots with the same intensity. The company’s ELITE tool generates “deportation target maps” with individual dossiers and address confidence scores rated 0-100, using data that includes everything from your Medicaid records to your credit card purchases.

ICE added 24 new AI use cases in 2025 alone, with multiple Palantir tools processing tips, confirming biometrics, and generating enforcement leads. It’s like having a digital Minority Report system that flags you for buying groceries in the wrong neighborhood or visiting the wrong friends.

The historical FALCON system tracked air travel and driver’s license scans until 2022. Now these capabilities have expanded into a comprehensive surveillance network that makes your smartphone’s tracking look quaint.

When Your Honda Becomes a Security Risk

Every parking spot near sensitive locations gets filed in federal databases as potential evidence.

This isn’t theoretical. Every time you park near a mosque, community center, or immigration lawyer’s office, that location ping gets filed away in a federal database. Your routine becomes a pattern. Your pattern becomes a profile. Your profile becomes probable cause.

“It is jarring to see… What’s most important for DHS is to be able to answer questions many will have on their AI use,” according to Varoon Mathur, former OMB AI adviser. Even government insiders are raising eyebrows at the scope.

Palantir CEO Alex Karp insists Gotham is merely an “analytical tool requiring human judgment,” not autonomous prediction. But when AI generates the leads and humans just rubber-stamp them, that distinction becomes meaningless.

The 2025 “interior enforcement” expansions promise to normalize this level of digital surveillance beyond immigration. Today it’s tracking undocumented immigrants. Tomorrow it’s flagging anyone whose driving patterns suggest political dissent.

Your best defense? Start thinking like the surveillance state thinks about you-every trip is data, every route tells a story, and every story has consequences."

from https://www.msn.com/en-us/travel/news/this-dhs-ai-assigns-you-a-threat-score-using-nothing-but-your-license-plate/ar-AA1W4tiE

When you can't stop data from being collected about you, the only defense is to flood the system with bullshit data. Stop at mosques just before stopping at a gun store or firing range. Then make a stop across the street from a daycare...maybe a hospital or government building. Film government buildings constantly (especially police departments and DHS). Make stops at houses and apartments that you have no connections to.

Too much data becomes useless data.

ai

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Because it worked so well in Afghanistan. Right.

1 month ago | Likes 1 Dislikes 0

1 month ago | Likes 15 Dislikes 1

Guess I needn't drive in the US of A any more.

I travel from a land where weed is legal, society tends towards the socialist side of politics, US politicians have claimed we are 'just the worst', and we have oil, power, minerals, and land that are coveted by the Oligarchs to our south.

1 month ago | Likes 5 Dislikes 1

1. They absolutely are not using Palantir AI in any way that would make any analyst jealous, because AI sucks at this. 2. The fact the article’s writer thinks that is what NSA’s analysts do means this article isn’t worth the transmission costs. All do that said, holy fuckballs what a dystopian timeline.

1 month ago | Likes 6 Dislikes 2

Thank you this is rage bait

1 month ago | Likes 3 Dislikes 2

"license plate scans, parking records, and location data" is not "using nothing but your license plate"

1 month ago | Likes 2 Dislikes 1

1 month ago | Likes 1 Dislikes 1

uh...that last paragraph...I think you only want to do that if you want to draw attention to yourself.
I mean, for some people, yeah. For the rest of us? I'm just struggling to survive right now.

1 month ago | Likes 9 Dislikes 0

Here’s the thing. I am flooding the system with useless data every day. Every bit of it is useless because I work, and I play video games. What they are looking for is to find people grouping, organizing, and resisting. Take public transport. Wear medical masks, and head coverings. Leave your phone at home.

1 month ago | Likes 3 Dislikes 0

They can't concentrate on us all....

1 month ago | Likes 2 Dislikes 4

.......you SURE about that?
Because they can sure as shit make more detention centers on a whim.
And each one will be worse than the last.
And with horrible conditions, the problem sorts itself out naturally.
Assuming they don't go with some 'final solutions', which...with this admin, they might.

1 month ago | Likes 4 Dislikes 1

Yes they can. Filling them up is where I think they'll have a problem.

1 month ago | Likes 2 Dislikes 2

Agreed. Don't give them any additional reasons to put you on a list.

1 month ago | Likes 3 Dislikes 0

If you're on imgur, you're already on the list.

1 month ago | Likes 2 Dislikes 0

1 month ago | Likes 2 Dislikes 0