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   AI meets ICE
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   The surveillance state targeting immigrants doesn't stop there
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              Tuesday, February 3, 2026
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               The surveillance state targeting immigrants doesn't stop there
              </span>
             </h2>
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              Qilai Shen/Bloomberg via Getty Imagestext!
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              <span style="color:#000000;font-size:16px;font-family:Arial,Helvetica,sans-serif">
               In 2016, Donald Trump promised to secure the border with a physical wall. In his second term, the infrastructure is digital, and it doesn't stop at the border.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               U.S. Immigration and Customs Enforcement, the 
Department of Homeland Security's deportation arm, saw its 2025 budget
              </span>
              <a data-linktext="triple to $28.7 billion" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               triple to $28.7 billion
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               , a sum that would rank the 
agency as the 14th highest-funded military in the world, right between Ukraine and Israel. Much of it is going toward surveillance technology — tools to crack phones, monitor social media, and track movements.
              </span>
             </div>
             <div>
              <br/>
             </div>
             <div>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               And they aren't alone. Agencies at every level of government are buying AI-powered surveillance tools. Civil liberties groups warn the result will be the most comprehensive domestic 
monitoring system in American history. The reality is that these tools increasingly watch everyone, and not always accurately.
              </span>
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              <br/>
             </div>
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              <strong style="font-size:20px;color:#000000;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;background-color:#FFFFFF">
               Automated Panopticon
              </strong>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               The federal surveillance stack is expanding fast.
              </span>
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              <br/>
             </div>
             <div>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               ICE is
              </span>
              <a data-linktext="deploying a Palantir tool called ELITE" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               deploying a Palantir tool called ELITE
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               that uses AI to pull addresses from Medicaid and other government databases, populating a map of potential deportation targets. Each pin comes with a dossier and a "confidence score" on whether the person still lives there. The agency uses it to identify neighborhoods to raid. The tool doesn't distinguish between immigrants and citizens — it sweeps up anyone in the databases it queries.
              </span>
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              <br/>
             </div>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               For identification, agents carry
              </span>
              <a data-linktext="an app called Mobile Fortify" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               an app called Mobile Fortify
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               that runs facial recognition against a database of millions of photos. The agency has told lawmakers the app provides a "definitive" determination of someone's immigration status and should be trusted over a birth certificate.
              </span>
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              <br/>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
              </span>
             </div>
             <div>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               But when authorities
              </span>
              <a data-linktext="used it on a detained woman during an Oregon raid" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               used it on a detained woman during an Oregon raid
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               last year, it returned two different incorrect names. There has already been
              </span>
              <a data-linktext="at least one report of a U.S. citizen" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               at least 
one report of a U.S. citizen
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               being told he could be deported based on the app's biometric results.
              </span>
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              <br/>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               ICE is also
              </span>
              <a data-linktext="building out social media surveillance" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               building out social media surveillance
              </a>
              <span style="color:#000000;background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px">
               , with plans to spend up to $50 million on a 24/7 monitoring operation. Citizen data will get swept up here too.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               Border Patrol has its own apparatus. The agency
              </span>
              <a data-linktext="has quietly strung a nationwide network" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               has quietly strung a nationwide network
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               of automated license plate readers across highways from the southern border to Illinois and Michigan. The agency also taps into similar systems run by 
the Drug Enforcement Administration and private companies.
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               Federal operatives monitor this data for movement patterns they consider suspicious, then coordinate with local police to pull over targeted drivers using minor traffic violations as pretexts.
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Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               The agency is building "patterns of life" about people to detect when they deviate from normal routines,
              </span>
              <a data-linktext="according to the Associated Press" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               according to the Associated Press
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               . Once stopped, drivers face aggressive questioning, searches, and often civil asset forfeiture, in which police seize cash or vehicles without proving 
wrongdoing.
              </span>
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              <strong style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:20px">
               The rules aren't keeping up
              </strong>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               Some cities and civil liberties groups are pushing back. The Electronic Frontier Foundation is representing labor unions in a
              </span>
              <a data-linktext="lawsuit to stop ICE from using social media surveillance" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica 
Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               lawsuit to stop ICE from using social media surveillance
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               against its members. The
              </span>
              <a data-linktext="ACLU of Wisconsin recently called on Milwaukee's Common Council" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               ACLU of Wisconsin recently called on Milwaukee's Common Council
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica 
Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               to pause adoption of new surveillance technology for two years, warning that data from facial recognition and license plate readers is already being weaponized to target protesters, people seeking reproductive care, and LGBTQ communities.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               But the federal buildout continues. The consolidation of
              </span>
              <a data-linktext="government databases echoes Total Information Awareness" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               government databases echoes Total Information Awareness
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica 
Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               , a post-9/11 surveillance program that Congress shut down after public backlash. This time, the architecture is being assembled contract by contract, without the same scrutiny.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               And it's already migrating beyond its stated purpose. Acting ICE Director Todd Lyons recently said his agency was "
              </span>
              <a data-linktext="dedicated to the mission of going after" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               dedicated to the mission of going after
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               " left-wing 
groups. That's not immigration enforcement. But once the infrastructure exists, the justification can change.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               Despite contradictory evidence, DHS maintains it
              </span>
              <a data-linktext="does not arrest or deport U.S. citizens" data-linktype="Normal" style="color:#168DD9;background-color:#FFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;font-size:16px;" target="_blank">
               does not arrest or deport U.S. citizens
              </a>
              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               . But as this infrastructure grows, so will the mistakes. Citizens will be caught in them.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               The physical wall never got built. What's emerging instead may be harder to see and harder to tear down.
              </span>
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              <span style="background-color:#FFFFFF;font-family:Helvetica Neue,Helvetica,Arial,sans-serif;color:#000000;font-size:16px">
               —Jackie Snow, Contributing Editor
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