CLASSIFIED
RESEARCH DOSSIER 14 MAY 2026

Flock: Artificial Intelligence to Track Your Every Move

The federal government is using AI as surveillance for ICE
without the proper warrants — or any awareness of those surveilled

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AUTHOR

🖋 Anastasia Garcia

Anastasia Garcia
Anastasia Garcia

Anastasia Garcia holds a Master of Arts in English Literature from San Francisco State University. She is a current PhD student at Washington State University studying the impact of genocide on literature, with a special interest in Native American Literature and Jewish Literature.

Course  —  AI, Biopolitics & Engineered Oppression
Published  —  14 May 2026
Institution  —  Washington State University

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FILE 01

The Surveillance State

The federal government is using AI as surveillance for ICE without the proper warrants or any one being surveilled being aware. The federal government is militarizing Artificial Intelligence in order to harm citizens under that guise of protecting America. Facial recognition combined with Artificial Intelligence is a deadly combination. The use of Flock cameras by the federal government is causing irreversible harm on the streets of America.

⚠ NO WARRANTS. NO CONSENT. Surveillance deployed without the knowledge of those being surveilled.
FILE 02

The Panopticon Economy

There is not just one person or company that built the AI that is being used today. All of the tech sector has their hands in Artificial Intelligence and are vying for government contracts. With that said, the government is benefitting by having a panopticon paid for by individual cities. Not only is Flock complicit in the violence taking place on the streets of America, but they are making money off of the deaths and arrests of innocent people. We are seeing minorities, criminals and "others" being targeted by the Federal government with AI and Flock cameras.

◈ THE STRUCTURE Cities pay. Flock profits. ICE hunts. Citizens surveilled.
FILE 03

From Slave Catchers to ICE

While people want to make a connection between ICE agents and the Gestapo, the real connection to be made is between ICE agents and Slave Catchers. ICE agents represent a truly American harm. People want to push the blame onto the Nazi regime from World War II and say this is not a problem America has ever had before, but the statement is simply not true.

SLAVE CATCHERS → ICE Being stopped and asked for your papers comes from Slave Catchers. Profiling based on purely physical attributes comes from Slave Catchers.
THE GESTAPO CONNECTION The Gestapo adopted many of their techniques from American systemic racism. The issues we are seeing on the street right now are home grown and left from the original settler colonialist mindset of the original settlers of this country.
FILE 04

Executive Orders & Active Tracking

The Trump Administration has issued Executive Orders to promote the inclusion of Artificial Intelligence in the Federal Government. Protestors are being tracked currently by AI and Flock cameras with ICE agents telling them facial recognition is tracking them. These are real concerns people are facing daily. Flock surveillance is happening in real time and coming to a peak.

⚠ HAPPENING IN REAL TIME ICE agents are openly informing protestors that facial recognition is tracking them. This is not a future threat — it is the present reality.
FILE 05

The New Jim Code

Flock cameras have an inherent racial bias because they are produced using the same Artificial Intelligence that is already causing problems throughout the United States. These issues go back to issues as simple as sensors failing to recognize darker skin tones to the extremes of AI cameras seeing danger when there is a black or brown person setting up a deadly situation (Dykos and Pryor). The idea of racist technology circles back to "The New Jim Code".

◈ BENJAMIN (61) "...one tech company representative noted that, 'if the training data is produced by a racist society, it won't matter who is on the team, but the people who are affected should also be on the team.'"
◈ BENJAMIN (62) "...databases, just like courtrooms, banks, and emergency rooms, do not contain organic brains. Yet legal codes, financial practices, and medical care often produce deeply racist outcomes."

Explaining how we have come to the point that cameras interpret black children with chip bags as aggressors with guns. Racial bias is ingrained in the codes because racial bias is inherent in the people who write the codes. Without representation in tech-companies or as product testers there is no one around to point out these biases.

FILE 06

The Mountain View Case

ICE is using Flock cameras to detain people with a panopticon built by an amalgamation of people. Instead of relying on one person to install cameras to track people, cameras are installed and a back door is opened by the company for other agencies to use the data. California is often thought of as a liberal haven, but that is not the case.

A local newscast spread the information about Flock cameras in Mountain View, California being accessed by the Federal Government. The city of Mountain View who installed and paid for the cameras did not give permission for anyone outside city officials to access the cameras.

◈ FLOCK CEO — BRADBURY "Flock's own CEO reportedly acknowledged last August that the company had been running previously undisclosed pilot programs with Customs and Border Protection and Homeland Security Investigations."

There is no way to trust a surveillance company who promises to not keep information private. The government is using cameras paid for by other people — other law enforcement agencies — to surveil private citizens in hopes of finding people they view as criminals. When law enforcement agencies start turning on each other, private citizens begin to understand how disastrous Artificial Intelligence is to everyday people.

▶ Video: Mountain View — youtube.com/watch?v=d4dIe7MXFGQ
FILE 07

DHS & ICE AI Network

The American Immigration Council explains how DHS and ICE are using AI to track and find people to deport and/or arrest. In the explanation DHS gave on their AI usage they make it appear that they are pulling back from AI use, but they are just getting smarter with how they explain their use. By saying one name DHS can actually use an application for multiple reasons like facial recognition, ID scanning, and text analysis (Hubbard).

01
FACIAL RECOGNITIONIdentifying individuals in public spaces
02
ID SCANNINGCross-referencing documents against databases
03
TEXT ANALYSISMonitoring communications and records
FILE 08

Resistance Strategies

This project will show how Flock cameras are being used to surveil everyday citizens. Through the use of dismantling cameras, wearing clothes that block AI from recognizing people, and investing in ID guard glasses lenses people can resist the technoauthoritarianism taking over the United States.

✊ THREE ACTS OF RESISTANCE
01
DISMANTLE CAMERASPhysical removal of Flock surveillance infrastructure
02
CLOTHES BLOCKING AIWearing clothing that prevents facial recognition
03
ID GUARD GLASSESLenses that defeat AI recognition systems
URGENT
FILE 09

The Government is Always Watching

The government is always watching, now more than ever. The installation of Flock Cameras throughout the United States is a play from the government to use Artificial Intelligence to track everyday citizens as though they are criminals. A target has been put on the backs of ordinary citizens based on how they look. Flock cameras and the integration of Artificial Intelligence into policing is causing irreversible harm on the streets of America.

⚠ THE CORE TRUTH Facial recognition combined with Artificial Intelligence is a deadly combination. The use of Flock cameras by the federal government is causing irreversible harm on the streets of America.
FILE 10

Absolute Power Regardless of Law

The federal government is using AI as surveillance for ICE without the proper warrants or any one being surveilled being aware. The federal government is militarizing Artificial Intelligence in order to harm citizens under that guise of protecting America. Facial recognition combined with Artificial Intelligence is a deadly combination. There is not just one person or company that built the AI that is being used today. All of the tech sector has their hands in Artificial Intelligence and are vying for government contracts. With that said, the government is benefitting by having a panopticon paid for by individual cities. Not only is Flock complicit in the violence taking place on the streets of America, but they are making money off of the deaths and arrests of innocent people. We are seeing minorities, criminals and "others" being targeted by the Federal government with AI and Flock cameras.

◈ KLEE — ROLLING STONE "They don't care if the information they have is good. There is an enormous amount of pressure from the Trump administration on ICE to simply make arrests and to detain people, to deport people, and to do it in large numbers, and you cannot get numbers that big by adhering to the rule of law, as we have seen."

Facial recognition works less for people of color but ICE is targeting people of color so how is AI facial recognition supposed to be working?

FILE 11

Have I Been Flocked?

We must be aware of Flock. Now you can look up if you have been searched in the Flock database using haveibeenflocked.com giving people the opportunity to resist through knowledge.

▸ LOOKUP TERMINAL
[REQ-FLOCK-DB]

> ENTER LICENSE PLATE TO QUERY

> STANDING BY...

⚠ DISCLAIMER This lookup tool redirects to haveibeenflocked.com — a third-party service not affiliated with this research project, GSS, Washington State University, or the author. No data is stored on this page or sent to any server we control. Your license plate is copied to your clipboard and the external site is opened in a new tab so you can paste it into their search field. Results are provided by that third-party service and are not verified by us. Use at your own discretion.

Knowledge is the first act of resistance. Know if you are in their system.

FILE 12

DOGE & ImmigrationOS

Irna Landrum — TechPolicy.Press

techpolicy.press — How ICE Uses AI to Automate Authoritarianism
◈ DOGE DATA COLLECTION "'Department of Government Efficiency (DOGE),' which amassed data from the Social Security Administration, the Internal Revenue Service, and even voting records—all explicitly in order to track migrants, according to WIRED."
◈ PALANTIR / IMMIGRATIONOS "It was also reported last year that Palantir is building a parallel tool for ICE, cruelly named 'ImmigrationOS,' with a similar aim of funneling in different data sources, and developing frictionless, fast, and automated tools to build cases against those they want to terrorize."

ICE is also using AI to automate authoritarianism by expanding repression. Without technology, ICE is targeting dissidents like Renee Good or Alex Pretti outright: an explicit act of repression intended to chill dissent.

FILE 13

Surveillance at Protests

Brian Martucci — Minnesota Reformer

minnesotareformer.com — How ICE Is Watching You

People are having their Global Entry taken away based off of ICE facial recognition body cameras worn at protests and simply seeing observers.

✊ RESIST TECHNOAUTHORITARIANISM As a society we must resist technoauthoritarianism taking over the world.

People have begun destroying Flock cameras as city governments refuse to take the cameras down. People are resisting surveillance through physical means. When cities will not hear their concerns they are taking matters into their own hands.

Zach Whittaker — TechCrunch: Americans Are Destroying Flock Surveillance Cameras
FILE 14

Counter-Surveillance Tools

◈ TOOL 01 — CLOTHING Clothing to prevent facial recognition
🔗 Hyphen Labs — arts.mit.edu/people/hyphen-labs
◈ TOOL 02 — ZENNI GLASSES Also zenni glasses for facial recognition
🔗 Zenni Anti-Recognition Glasses — TikTok Demo

Technology can be turned against the surveillance state. Know your tools.

FILE 15

Works Cited

BENJAMIN, RUHA "Engineered Inequity: Are Robots Racist?". Race after Technology: Abolitioninist Tools for the New Jim Code, Polity Press, 2019, pp 54–77.
BRADBURY, DANNY "Flock Cameras Shared License Plate Data Without Permission". MalwareBytes, Feb. 5, 2026. malwarebytes.com/blog/privacy/2026/02/...
DIKOS, LEXA & PRYOR, REBECCA "Teen Detained After AI System Mistakes Chips For Weapon Outside Kenwood High School". Fox45, Oct. 22 2025. foxbaltimore.com/news/local/teen-detained...
HUBBARD, STEVEN "ICE Uses a Growing Web of AI Services to Power Its Immigration Enforcement and Surveillance". American Immigration Council, Dec. 18 2025. americanimmigrationcouncil.org/blog/...
KLEE, MILES "ICE's Use of AI Will Lead to Big Mistakes. Maybe That's the Point". Rolling Stone, Jan. 31, 2026. rollingstone.com/culture/culture-commentary/...