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 NEWS & UPDATES

PPSA Tells Eleventh Circuit that AI-Powered License Plate Tracking Violates the Fourth Amendment

2/17/2026

 

United States v. Slaybaugh

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Artificial intelligence has handed government surveillance a superpower the Founders never envisioned – the ability to quietly track millions of Americans, then rewind their movements later without a warrant.
 
In United States v. Slaybaugh, PPSA is urging the U.S. Court of Appeals for the Eleventh Circuit to draw a constitutional line around the warrantless use of automatic license plate reader (ALPR) databases. At stake is more than one defendant’s conviction. The court must decide whether rapidly evolving surveillance tools will stretch the Fourth Amendment beyond recognition for all Americans.
 
When Public Data Becomes Private Surveillance

Law enforcement offers a simple argument with surface appeal: License plates are visible on public roads, so collecting them invades no one’s privacy. In our brief, PPSA details how that simple argument collapses before the reality of modern surveillance.
 
This case is not about a single camera capturing a passing car. It is the government’s ability to aggregate billions of scans into a searchable chronicle of a person’s life. ALPR systems collect time-stamped and geolocated images of every passing vehicle, and store them indefinitely, allowing officers to reconstruct travel histories “with just the click of a button.” 
 
Far from snapping one static image of a license plate, ALPR systems have the power to tail everyone and anyone in a given city or county. That power transforms fleeting public observations into something fundamentally different – a digital dossier revealing where we sleep, worship, seek medical care, protest, or attend political meetings.
 
The U.S. Supreme Court recognized this danger in Carpenter v. United States (2018), holding that long-term location tracking can trigger Fourth Amendment protections even when a person’s movements occur in public. While Carpenter involved the extraction of a suspect’s geolocation history from a cellphone tower, ALPR surveillance raises the same constitutional concerns – but at a vastly higher scale.
 
The Myth of a Numerical “Safe Harbor”

One of the most significant errors PPSA identifies in the lower court’s ruling is the idea that surveillance becomes unconstitutional only after it collects a certain number of data points or weeks of tracking. The federal court treated the retrieval of 72 plate “reads” over three weeks as too limited to reveal the whole of one person’s movements. This take misreads Carpenter.
 
The danger lies not in how many time police officers choose to view images, but in the existence of the massive surveillance database itself.
 
Car “Fingerprints” and “Digital Time Travel”

PPSA told the court:

  • “In 2019 alone, 1 billion license plate scans were collected, with 99.9 percent not actively related to any criminal investigation. The ALPR system that collected Slaybaugh’s information, Flock, works by creating a ‘vehicle fingerprint’ that includes much more than just a license plate number. Each passing vehicle’s ‘fingerprint’ includes its color, make, model, and distinctive features, like a political bumper sticker. Flock then provides advanced search and artificial intelligence functions that can be used to list locations a car has been captured, create lists of cars that have visited specific locations, and even track cars that are seen together.”

With such databases, officers can effectively travel back in time and retrace anyone’s movements long before suspicion arises. That retrospective power, PPSA demonstrates, far exceeds the general warrants and other abuses the Fourth Amendment was designed to restrain. In colonial America, the King’s agents lacked the ability to catalog every citizen’s movements. Modern technology has erased that practical limitation. Without constitutional safeguards, PPSA warns, the government can monitor entire populations’ travel histories and associations – whether political, romantic, or religious.
 
From License Plates to a Surveillance Ecosystem

ALPR systems are only one piece of a rapidly expanding surveillance architecture. PPSA warns that these tools increasingly integrate with other technologies – including AI analytics, neighborhood camera systems, and vast databases of commercial data sources holding personal information.
 
The concern is not simply about license plates. It is about the emergence of an interconnected surveillance ecosystem capable of mapping people’s lives in unprecedented detail.
 
The Solution Is Already in the Constitution

PPSA’s position is not anti-technology. We acknowledge that modern policing can benefit from advanced tools – so long as they operate within constitutional limits.
 
The solution is straightforward and familiar – requiring law enforcement to obtain a warrant supported by probable cause before querying historical ALPR data. That safeguard preserves investigative power while ensuring judicial oversight of government tracking.
 
The Future of Privacy
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The Eleventh Circuit’s decision may shape how courts treat digital tracking technologies far beyond license plate readers. As geofenced surveillance, AI drones, and integrated camera networks expand, the dangers of technology will only become more acute, and the constitutional principles at issue in Slaybaugh will only become more urgent.
 
Slaybaugh may well determine whether every time we get in our car, we are freely roaming public streets or becoming caught in a permanent dragnet.

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Watching the Watchers: Amazon’s Ring Superbowl Commercial Demonstrates “Terrifying” Surveillance

2/10/2026

 
Watch Amazon’s Super Bowl ad and tell us what you see: a heartwarming story of a family reunited with a lost dog, or another element in America’s comprehensive surveillance state.

As the ad shows, Amazon’s free “Search Party” function connects cameras in a whole neighborhood to look out for a lost dog. Amazon’s AI, trained by tens of thousands of dog videos, can recognize different breeds, fur patterns, shapes and sizes to spot the lost puppy. That is not a bad thing at all.

But many viewers found the ad “terrifying,” not heartwarming, according to Kelly Kazek of al.com. One commenter on X wrote:

“Ring just casually outing themselves as literal spyware that can be accessed by anyone on the network. This is insane.”

Another wrote:

“Amazon owns Ring and they want to use all these devices to make a mesh network for Amazon sidewalk … The American consumer just got a Trojan horse packaged as home security.”

As EFF’s Matthew Guariglia reported last year:

“Not only is the company reintroducing new versions of old features which would allow police to request footage directly from Ring users, it is also reintroducing a new feature that would allow police to request live-stream access to people’s home security devices …

“This is a grave threat to civil liberties in the United States. After all, police have used Ring footage to spy on protestors, and obtained footage without a warrant or consent of the user.”

The Search Party AI function greatly amplifies Ring’s surveillance capability. This default feature of Amazon Ring that can identify Fido can also identify you, where you go, and people you visit.
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At the very least, Amazon should announce limits on how this technology can be trained to follow Americans in our daily movements.

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Drone Surveillance Now Covers 99.6 Percent of Homes in America

2/6/2026

 
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​Look up. There is a good chance a drone is looking back.
 
From government agencies to insurance companies, drones now routinely patrol American neighborhoods, hovering over backyards and rooftops in search of violations, liabilities, and profit. What was once pitched as a tool for emergencies or remote inspections has quietly become a pervasive system of aerial surveillance of American homes without public consent.
 
In Virginia, under current law, surveillance drones may conduct close inspections of private property without a warrant in emergency or “exigent” circumstances. These exceptions include searches for a missing child or an elderly person who has wandered off, or tracking a dangerous suspect on the run.
 
Now a bill introduced in Virginia’s lower chamber by Alfonso Lopez, a Democratic member of the House of Delegates, would expand this list of emergency exceptions in which the Fourth Amendment’s requirement for a probable-cause warrant can be swept aside. If this bill passes, the Commonwealth of Virginia will be able to spy on citizens to make sure they follow environmental rules on sediment control and erosion management, as well as regulations regarding water and wetlands.
 
In short, this bill would allow the Virginia Department of Environmental Quality to deploy surveillance drones not for the usual dire exigent circumstances, but just to make sure that property owners are in compliance with that department’s environmental regulations.

Virginia’s proposal shows how easily “emergency” drone powers can be repurposed for routine regulatory enforcement. But government is not the only actor exploiting the skies. As drone surveillance becomes normalized, private companies have eagerly followed – deploying the same technology not to enforce the law, but to grow profits.
​

Texas provides one example of how the private sector is using drones to impinge on homeowners’ privacy. KUT News in Austin interviewed dozens of homeowners, industry experts, and insurance watchdogs, and reviewed hundreds of pages of complaints and state filings, to document how insurance companies are using aerial drone technology to spy on their customers.
 
KUT reports that poor images of homes often prompt insurance providers to unfairly raise rates or cancel policies. Customers have been told to replace their roofs when in fact their roofs only need a good cleansing rain. As Audrey McGlinchy of KUT writes: “And with the proverbial click of a button, companies can decide if they want to renew a homeowner’s policy.”
 
How pervasive is commercial surveillance? KUT reports that one aerial-imaging technology firm providing imagery for insurance companies estimates there are “eyes on 99.6 percent of the country’s population.”
 
State laws and courts are not adjusting to this new reality. For example, in 2024 the Michigan Supreme Court punted on the Fourth Amendment implications of a township’s low-flying drone that crossed over a couple’s fence line to search for zoning violations. At the national level, the U.S. Supreme Court has yet to fully define drone-specific privacy rights. 
 
Lawmakers and courts need to catch up to a simple reality – pervasive drone surveillance over homes is no longer hypothetical, rare, or futuristic. It is routine, largely unregulated, and already being used to punish Americans financially and intrude on their privacy. If the Fourth Amendment is to mean anything in this age of mass aerial surveillance, our laws must recognize that what hovers over our roofs and backyards today can be just as invasive as a warrantless step into our homes.

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PPSA Urges Supreme Court to Rein in Geofence Warrants

1/27/2026

 

Chatrie v. United States

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The Project for Privacy & Surveillance Accountability is asking the U.S. Supreme Court to consider whether the Fourth Amendment allows law enforcement to use geofence warrants to retroactively track the movements of everyone in a defined area. These so-called “reverse warrants” involve law enforcement’s request for information from technology companies – like Google, Apple, Snapchat, Lyft, or Uber – that allows them to identify potential suspects in a crime.
 
This case began with a robbery in 2019 of $200,000 from a credit union in Midlothian, Virginia. Detectives soon hit a dead end in a search for suspects. So they served Google with a geofence warrant to provide certain cellphone data for everyone who passed through a circumscribed area around the credit union.
 
As a result, people suspected of no crime had their personal information examined by police. Targets included residents of a nursing home, diners and wait staff at a Ruby Tuesday restaurant, and guests who had checked into a Hampton Inn. The search led to the arrest and guilty plea of one Okello T. Chatrie, who now seeks to exclude this evidence on constitutional grounds.
 
Federal Judge Mary Hannah Lauck noted that because Google logs cellphone users’ location 240 times a day, technology gives police “an almost unlimited pool from which to seek location data” in a broad area in which everyone has “effectively been tailed.” But the U.S. Court of Appeals for the Fourth Circuit, sitting en banc to review a divided panel decision, held that this geofence warrant did not violate the Fourth Amendment.
 
The U.S. Supreme Court is now set to take up this question. In our brief, we are telling the Court that such dragnet surveillance is fundamentally incompatible with the Fourth Amendment’s core protections. 
 
Geofence Warrants Are “Digital General Warrants”
 
One of the primary abuses that motivated the Founders to create the Fourth Amendment was the use in colonial times of general warrants – broad search authorizations that allowed the King’s agents to rummage through private lives and property without individualized suspicion. Geofence warrants are their modern equivalent.
 
Instead of naming a person or place to be searched based on probable cause, geofence warrants similarly authorize the government to sift through massive location databases to identify people who might be worth investigating.
 
PPSA told the court that these warrants invert the constitutional order – everyone becomes a suspect first, and probable cause, if it appears at all, comes afterward.
 
The Supreme Court’s Carpenter Decision Was Not a Narrow Exception
 
Lower courts have struggled to apply the Supreme Court’s landmark decision in Carpenter v. United States (2018), which held that people have a reasonable expectation of privacy in long-term cellphone location records, even when those records are held by a third party. In Chatrie, the Fourth Circuit treated Carpenter as a narrow exception limited to long-term tracking of a single suspect. PPSA demonstrates that this take misreads the case entirely. 
 
Carpenter reaffirmed a broader principle: Fourth Amendment protections must preserve the level of privacy that existed at the nation’s founding, even as technology evolves. The fact that data is held by a third party – or that the government demands only a “slice” of a much larger tracking database – does not erase reasonable expectations of privacy. A two-hour window into a comprehensive location history can still reveal intensely private information – where someone worships, seeks medical care, attends political meetings, or simply lives their daily life.
 
PPSA is telling the Court that the privacy concerns raised by geofence warrants are even more severe than those in Carpenter, because they involve mass surveillance of unknown and unsuspected individuals. This is not targeted policing. It is suspicionless data mining.
 
Your Privacy Rights Depend on Where You Live
 
Courts across the country are sharply divided on this issue. The Fourth and Eleventh Circuits have suggested that geofence searches may not even trigger the Fourth Amendment. By contrast, the Fifth Circuit has correctly recognized that geofence warrants are unconstitutional in nearly all circumstances because they lack particularity and probable cause.
 
That split leaves Americans’ privacy rights dependent on geography, and in the case of Texas, whether state or federal proceedings are involved. PPSA urges the Supreme Court to step in now, before this powerful surveillance tool becomes permanently normalized.
 
The Constitution Must Keep Up with Technology
 
As PPSA warns, geofence warrants are only the beginning. We told the High Court:
 
“Fourth Amendment protections are not categorically lost when a person shares or stores his data with a third party while maintaining reasonable expectations and assurances of privacy. The Court should …  prevent a contrary understanding of Carpenter from continuing to erode Americans’ privacy – especially now, as third-party storage becomes more ubiquitous and artificial intelligence becomes powerful enough to piece together intimate information from seemingly innocuous details about a target’s life.”
 
The data that this practice puts at risk is not limited to location. The government has used other forms of these “reverse search warrants” to extract other private data, such as identifying anyone who has searched for a specific phrase or forcing commercial genealogy companies to allow access to their DNA databases.
 
Advances in artificial intelligence already allow law enforcement to infer locations from photos and videos, even when no geolocation data is attached. Without firm constitutional limits, today’s location dragnet could become tomorrow’s visual surveillance dragnet.
 
The Fourth Amendment’s precise wording is designed to prevent unchecked surveillance. PPSA’s calls on the Supreme Court to reaffirm that Americans do not surrender their constitutional rights simply by carrying a cellphone.

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I Spy With My Little Eye – Students and Employees

1/22/2026

 
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​School prepares students for the world of work by instilling discipline, the ability to manage a schedule and prioritize, to solve problems with curiosity and teamwork… and to become accustomed to always being under the watchful eye of the American surveillance state.
 
Public schools use AI software like Gaggle to scrutinize the emails, online chats, and online searches students make on school equipment. Joe Wilkins of Futurism recounts the ordeal reported by Lesley Mathis, a mother in Tennessee, whose eighth-grade daughter was “arrested, interrogated, strip-searched, and held in jail for a night, over some teasing online.”
 
What was this student’s offense?
 
Wilkins: “Specifically, the student’s friends had heckled her about her ‘Mexican’ complexion, even though she has a different ancestry. ‘On Thursday we kill all the Mexico’s,’ [sic] the eighth-grader quipped back.”
 
Was the remark stupid, tasteless, and uncalled for? Yes, yes, and yes. But, as Wilkins writes, “it was clearly a bit of eighth-grade immaturity boiling over, not an actionable threat.” A school counselor would have seen this for what it was. AI did not.
 
“It made me feel like, is this the America we live in?” Mathis said. “And it was this stupid, stupid technology that is just going through picking up random words and not looking at context.” But this was in keeping with Tennessee’s zero-tolerance law requiring any threat of mass violence against a school to be reported immediately.
 
For its part, Gaggle’s CEO Jeff Patterson told The Milwaukee Independent that in this case the school did not use Gaggle the way it is intended. “I wish that was treated as a teachable moment, not a law-enforcement moment,” Patterson said.


It is understandable – given how this nation is regularly traumatized by school shootings – why Tennessee has embraced such a standard. But when the filters are set so wide, and the reactions to infractions so extreme, it is hard to justify such a system on the basis of public safety as well as free speech.

Schools are learning, slowly, to put up guardrails against overreaction, but only after hard bumps into reality. Consider the policy of Philadelphia schools, which in 2010 allowed students to take school laptops home. None of these students were told that when opened, their laptops would snap an image of them at home – often in their bedrooms – every 15 minutes. One student, 15-year-old Blake Robbins, was accused by his school of being involved with illegal drugs on the basis of what his laptop had recorded. This charge was based on images of Blake lying on his bed, popping fruit-flavored candy into his mouth. Schools have since been taught by public backlash that watching a student in his bedroom is illicit. But privacy-infringing technology continues. It is legal for schools to monitor students’ public social-media posts and online activity made on students’ own devices and on their own time.
 
All of which prepares America’s public-school students for the new American workplace. In many offices, active surveillance of employees extends from the parking lot to the workstation, to the breakroom. Employers not only use technology to scrutinize employees’ search histories. They also use sensors to monitor “desk attendance,” and to follow employees as they move from office to office, on their breaks, and even – in some states – into the bathroom.

Nicole Kobie of ITPro reports that one in five office workers are now being monitored by some kind of activity tracker. She also reports surveys that tracked employees are 73 percent more likely to distrust their employer, and twice as likely to be job-hunting as those who are not tracked in their workplace.
 
In California, Assembly Bill 1331 would have barred monitoring in employee-only areas such as break rooms and locker rooms. The bill, which would have fined employers $500 per violation, recently died in the California State Senate.
 
There is likely a human cost – and thus a cost in learning at school and productivity at work – when surveillance records a person’s every move and utterance – all initially judged by artificial intelligence that lacks nuance and social intelligence. Such systems are not only Orwellian; they are also destructive of the trust that is needed for effective teamwork, whether between teacher and student, or employer and employee. 
 
Consider the story of Olivia Stober, in her interview with CBS News, who compared her old retail job – where her every interaction with customers was monitored and critiqued by her employer – with her new job, where she is a trusted employee and the cameras are aimed only at the establishment’s front door.
 
Unlike Stober, today’s students are being inured to constant surveillance as they graduate from classrooms to workplaces under the watchful eye of those who claim to only have our best interests at heart.

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ICE Demonstrates that “Total Information Awareness” Is Back

1/20/2026

 
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Border Patrol Commander in North Minneapolis following a shooting involving a federal agent on January 14, 2026. PHOTO CREDIT: Chad Davis (https://chaddavis.photography/sets/ice-in-minneapolis/)
Has there ever been a more Orwellian-sounding program than “Total Information Awareness?”

This was the post-9/11 brainchild of the Defense Advanced Research Projects Agency (DARPA), a think tank for the Department of Defense. The idea was simple: collect all data on all Americans, then data-mine that giant pile of information to identify “terrorist patterns.”

The goal of Total Information Awareness was “predictive policing,” applying the same data-modeling techniques credit card companies use to spot fraudsters in order to catch terrorists before they act. The premise was dubious at its core – identifying terrorist patterns involves a far greater order of complexity than spotting someone misusing a credit card number.

Worse, in order for Total Information Awareness to work, the government would need to have access to virtually all information about every American. It would be like stamping out drunk driving – which every year kills four times as many Americans as the terrorist attacks of 9/11 did – by stopping every motorist every few miles to give them a breathalyzer.

Admiral John Poindexter, one of the masterminds of the project, wasn’t kidding when he called Total Information Awareness a “Manhattan Project for counterterrorism.” Sen. Ron Wyden (D-OR) called it the “biggest surveillance program in the history of the United States.” The ACLU in 2003 called it “the closest thing to a true ‘Big Brother’ program that has ever been seriously contemplated in the United States.”

But nothing was more telling than the slogan of the Information Awareness Office, the Pentagon office that ran the program: “Knowledge is Power.” But power over whom and for what purpose? Total Information Awareness could be used for terrorism today, tax compliance tomorrow, and political surveillance the day after that.

Congress was sufficiently alarmed to pull the plug on the Information Awareness Office in 2003. But in 2026, to quote the little girl in Poltergeist II, “they’re back.”

This time, the architects of total surveillance have been smart about branding. An executive order issued in March was titled “Stopping Waste, Fraud, and Abuse By Eliminating Information Silos.” It instructs all agencies and departments to make their information on Americans available to all other agencies.

These silos were there for a reason. They were put there by the Privacy Act of 1974, often described as “an American Bill of Rights on data.” The law’s purpose was to establish a Code of Fair Information Practice to govern the collection, maintenance, use, and dissemination of on all personally identifiable information (PII) of Americans. Despite this law, federal agencies are complying with the executive order, seeking data from each other and from the states (though 20 blue states are suing in federal court to stop data sharing).

The Immigration and Customs Enforcement agency (ICE) is now the gleaming tip of a data “ICEberg,” after a federal judge ruled that the Centers for Medicare and Medicaid Services can share the personal Medicaid data of 80 million Americans. Many agree with the administration that Medicaid needs to be reserved for Americans, not illegal aliens. But no one believes that there is anything close to 80 million illegals in the United States. How might all this PII on Americans be used? How long will this data be kept? How might it be shared with other agencies for very different purposes?
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“Every generation imagines itself to be more intelligent than the one that went before it, and wiser than the one that comes after it,” George Orwell wrote. To blithely discard the guardrails of the Privacy Act – and to trust that vast amounts of highly personal information won’t one day be abused by the FBI, the IRS, and other agencies – is either cynical or beyond naïve.

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ICE Now Can Trace Americans Back to Their Homes, Places of Work, and Worship

1/13/2026

 
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​PPSA has long warned that allowing federal intelligence and law enforcement agencies to purchase Americans’ personal digital data from data brokers would build a surveillance state. Now the federal government has put in place the most effective tools to activate that surveillance state in America.
 
This is the natural consequence of two technologies purchased by Immigration and Customs Enforcement (ICE). Whether you believe ICE’s approach to mass deportations is necessary, or an exercise in cruelty, there is no question that what ICE is doing with technology is guaranteed to transform the whole balance between the federal government and its citizenry. It is deploying two forms of surveillance without a warrant that can track people to meetings with friends, their place of work, and homes, their houses of worship, while also drawing on data gleaned from social media to compile dossiers on Americans’ beliefs and personal associations. In using these technologies, ICE often doesn’t know if the target is an American citizen or someone who is not lawfully in this country.
 
Joseph Cox of 404 Media, in his most recent blockbuster revelation, details the consequences of two technologies purchased from a company called Penlink.
 
One such technology is Webloc, which allows ICE to draw a rectangle, circle, or polygon around a portion of a city and pick out smartphones of interest. Cox writes that “they can get more details about that particular phone, and, by extension, its owner by seeing where else it has traveled both locally and across the country. Users can click a route feature which shows the path the device took.”
 
Webloc’s surveillance relies on exploiting code in ordinary apps on our phones, like games and weather apps, that track our location. The rest comes from data brokers that sell our private information through real-time bidding. In the digital age, we are all standing on the digital auction block.
 
Another Penlink technology, called Tangles, is a social media monitoring product that can take an image of a person’s face on the street, identify that person, locate that person’s social media feeds, and produce a “sentiment analysis” from that target’s posts. At a glance, the government will have a file on your beliefs.
 
These new government capabilities should worry conservatives, libertarians, and MAGA supporters, as well as liberals and progressives. The effectiveness of such technologies makes it inevitable that it will spread beyond ICE to the FBI, IRS, and other agencies, as the government works to break down the traditional data silos between agencies. They are sure to be used against Americans by administrations of both parties.
 
Webloc and Tangles cost only a few million dollars – a rounding error for the federal government. As these capabilities expand and become daily practice, the constitutional balance of government by the consent of the governed – based on the Fourth Amendment’s requirement for a probable cause warrant – will inevitably give way to authoritarian control.
 
Only Congress can stop this. As the surveillance debate heats up ahead of the reauthorization of FISA Section 702 in April, Congress must urgently use that debate to pass a bill or an amendment that will restrict the currently unrestricted purchasing of Americans’ data by the government.
 
As an old Kenny Loggins rock song put it, “make no mistake where you are, your back’s to the corner … stand up and fight.” Let Congress know it is not acceptable for federal agencies to buy our private and sensitive data without a warrant.

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A Class-Action Lawsuit Against San Francisco Details How “Vehicle Fingerprints” Are Used in the Mass Surveillance of Drivers

1/5/2026

 
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​Michael Moore is a retired public-school teacher living in San Francisco. Nearly every day, as he drives to the store, to his sons’ schools, or to meet friends and family, his movements are watched and recorded at every turn. But he is not being tailed by a private detective or by the police.

Moore, like every other driver in San Francisco, is being tracked because he must navigate through the city’s network of almost 500 automated license plate readers (ALPRs).

These devices, operated by the San Francisco Police Department (SFPD), constitute a major link in the national surveillance network that the vendor Flock Safety is providing to state and local law enforcement. Moore has had enough. At the end of December, he filed a class action lawsuit in a federal courtroom on his behalf and on behalf of his fellow San Franciscans against the city and its police department over this continuous violation of their Fourth Amendment rights.

In his suit, Moore states that Flock ALPRs “make it functionally impossible to drive anywhere in the City without having one’s movement tracked, photographed, and stored in an AI-assisted database that enables the warrantless surveillance of one’s movements.”

Here are some of the topline revelations from Moore’s lawsuit:

Suspiciousness surveillance: Of the over 1 billion license plate scans collected by 82 agencies nationwide in 2019, “99.9 percent of this surveillance data was not actively related to any criminal investigation when it was collected.”

Creates “vehicle fingerprints”: “When Flock Cameras capture an image of a car, Flock’s software uses machine learning to create what Flock calls a ‘Vehicle Fingerprint.’ The ‘fingerprint’ includes the color and make and model of the car and any distinctive features, like an anti-Trump bumper sticker or roof rack. Flock’s software converts each of those details into text and stores them into an organized database.”

Tracks social networks: “Flock provides advanced search and artificial intelligence functions that SFPD officers can use to output a list of locations a car has been captured, create lists of cars that have visited specific locations, and even track cars that are seen together.”

Data stored indefinitely: “The data that Flock Cameras collect belong to the SFPD but Flock retains data on a rolling 30-day basis. Nothing, however, prevents the SFPD or its officers from downloading and saving the data for longer than SFPD’s 365-day retention period.”

Flock doesn’t just see and record – it thinks and analyzes:

“ALPR technology is a powerful surveillance tool that is used to invade the privacy of individuals and violate the rights of entire communities. ALPR systems collect and store location about drivers whose vehicles pass through ALPR cameras’ fields of view, which, along with the date and time of capture, can be organized by a database that develops a driver profile revealing sensitive details about where individuals work, live, associate, worship, protest and travel.”

Moore’s lawsuit poses a profound constitutional question: Can a city turn every resident into a perpetual suspect simply for driving on public roads?
​

The Fourth Amendment was written to forbid dragnet surveillance untethered to suspicion, warrants, or individualized cause. Yet San Francisco has quietly constructed a system that records nearly every movement of its citizens, not because they are suspected of wrongdoing, but because technology makes it easy. If this practice is allowed to stand, the right to move freely without government monitoring may become a relic – honored in theory, but surrendered in practice to cameras, algorithms, and convenience.

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“We're An American Brand,” Sings Roomba (in Chinese)

1/5/2026

 
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​If you got a Roomba for Christmas, we have good news and bad news. The good news is that your product will likely continue to be supported despite the company’s recent bankruptcy filing. The bad news: this Massachusetts-based brand may soon be just another piece of Chinese-owned spy tech.

Amazon tried to buy iRobot, the maker of Roomba, in 2021, but that deal was ultimately nixed by the Federal Trade Commission on antitrust grounds. Now, if a judge approves the pending sale of iRobot to Shenzhen Picea Robotics, Roomba will join numerous brands under the ever-expanding surveillance umbrella that many Chinese products represent.

Not that China is the sole problem when it comes to protecting the privacy of American consumer data. The United States has no robust privacy laws apart from a few state initiatives, and the data practices of companies like Amazon are a mixed bag. But the Chinese Communist Party doesn't even pretend to care about privacy, instead marketing highly functional (and affordable) electronics capable of gathering all manner of personal information. This ill-fated combination has created a veritable Wild West when it comes to the consumer electronics market.

iRobot says Roomba will remain an American brand, a claim that means little when no one is minding the privacy store in the first place. So you can either trust that your data will be treated with care (good luck) or you can try to protect yourself just a bit. According to experts, disconnecting from Wi-Fi and Bluetooth will likely disable any advanced features but will not prevent Roomba models from actually cleaning.

“Advanced features” in this context mostly mean updates to the app, which Roombas can operate without. And it certainly refers to a data pipeline that goes straight to who-knows-where, replete with maps of your home’s layout and eye-level images of your pets and you playing on the floor. Remember, any connected devices, including vacuum cleaners, can be (and have been) hacked.
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Apps are black holes for data and privacy anyway. So just press “Clean” and forget it.

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Naughty by Nature: Sex Toys that Spy On You

12/23/2025

 
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​There are few spaces meant to be more private than the bedroom. But that, writes Wired’s Chloe Valentine, may be about to change. In a trend that gives a twisted new meaning to the concept of the “Internet of Things,” sex toys are joining the ranks of app-connected devices. As they do, the adult toy industry has found a way to breach one of privacy’s few remaining sanctums.

Who knew there was an app for that?

But here’s the thing about apps: users see them as a way to interact with devices. Companies, however, view them as something much more valuable – collectors of data that can be monetized. And what better place to collect personal information than the boudoir?

As if data privacy wasn’t already teetering on the brink, along comes a new – and deeply invasive – set of variables to track and mine for insights. Think of it this way: If it’s a setting on the device, it’s measurable. And if it’s measurable, it has value to the company that markets it.

Behavioral data is especially valuable but was long notoriously difficult to obtain until about a decade ago, when the consumer IoT market began to proliferate. Thanks to the rise of connected devices, companies can now acquire behavioral data about their consumers in the most accurate and intimate way possible – by observing them in the act.

For those who are comfortable with sex toy companies gathering their behavioral data, that’s their prerogative. But sexual behavior data potentially includes many things: location information, usage frequency, which toy a consumer is using, even which functions and intensity settings they choose. When combined with purchase records and demographic data, this amounts to an expansive – and intensely personal – profile.

Moreover, there is no way to truly guarantee anonymity, despite what organizations may claim. Meanwhile, the potential actions of hackers or other bad actors remain an ever-present threat. And in the end consumer data is just as likely as not to end up in the hands of brokers who won’t hesitate to sell it to any interested parties (whether obtained legally or not, the rotten practice of data brokering remains perfectly legal).

If you add cameras and Wi-Fi to the mix, then you’ve got another layer of “What could possibly go wrong?” Here one need only recall the sordid tale of the Savkom Siime Eye, an early entrant in the field of IoT adult toys.

If you get one of the new generation of adult toys, start by checking permission settings in the product’s app – and on your smart phone more generally. Most smartphones eagerly assist apps in sharing information, so you might be shocked to learn just how much your data gets around.

As a reminder, check the app settings for your other connected devices, including:

Appliances, smart glasses, security cameras, vehicles, doorbells, wearables, children’s toys, small electrics, TVs, thermostats, plugs and switches, lightbulbs, speakers, navigation systems, locks, motion detectors, smoke alarms, air purifiers, humidifiers, blinds, garage door openers, irrigation systems, solar panels, rechargeable batteries, carbon monoxide detectors, projectors, soundbars, gaming consoles, rings, hearing aids, scales, bikes, scooters, conference systems, printers, lighting panels, pet feeders, litter boxes, aquariums, and birdhouses.

Plus your toothbrush. And don’t forget your mattress.
​
Feeling safe now?

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Watching the Watchers: A “State of Our Privacy” Report

12/15/2025

 
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VICE recently interviewed privacy expert Jason Bassler about the many ways that surveillance has crept into our daily lives and become more or less normalized. Jason is the co-founder of the Free Thought Project, whose site you might not want to visit if you’re already paranoid about being watched.

Among the observations that Jason offered VICE were the following. Think of them as a “State of Our Privacy” report:

Smartphones are the well-connected spies in our hand:

“Today’s mobile tech goes far beyond anything we saw even five years ago. Our phones constantly ping GPS satellites, Wi-Fi networks, and cell towers to triangulate our location, whether or not you’re using a map app. Apps quietly harvest this data and sell it to data brokers, who in turn sell it to agencies like ICE, the FBI, and even the U.S. military.”

If it’s a border, it’s biometric:

“TSA is expanding biometric surveillance across nearly all U.S. airports as part of a $5.5 billion modernization push. Airports nationwide will be utilizing facial recognition software, and over 250 airports will be accepting digital ID verification. It’s a similar situation with the U.S. Customs and Border Protection. Biometric data collected at borders is often retained indefinitely, and it’s increasingly shared with law enforcement and intelligence agencies, raising concerns about lack of oversight. Border control isn’t just about fences anymore. It’s about fingerprints, facial scans, and AI predictions.”

License plate readers are nearly ubiquitous:

“They’re designed to capture, analyze, and store vehicle data in real time. Think of them as a cop on the corner of your street, taking notes about every car that passes – its color, its make, its year, where it’s going, how often it goes there, how long it stays, and much more. Now, imagine an army of cops on every corner of your city doing that. This is what Flock [Safety brand] cameras are, except they are mounted on poles and traffic lights.”

Bassler also recommends the following ways to fight back against what he calls the growing “ecosystem” of surveillance and its normalizing influence:

  • “Obscure your biometrics, especially if you’re at a protest or political event.
​
  • Opt for strong passwords and turn off biometric unlocking features on your phone and devices.
 
  • Disable GPS or Bluetooth when not in use, and avoid apps that demand location access.
 
  • Use privacy-first tools and tech. Encrypted messaging apps like Signal help; VPNs and privacy browsers like Brave all help move in a better direction.
 
  • Minimize your data trail – don’t overshare on social media, avoid posting real-time location or personal identifiers. Also, always opt out when possible. Decline facial scans at airports, stores, and events.”

Finally, Bassler reminds us to push back politically and let our voices be heard. One way to do that is to remind Congress to finish passing the Fourth Amendment Is Not For Sale Act and send it to the president’s desk.
​
For Vice’s interview with Bassler go here.

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Watching the Watchers: AI & Cybercrime Are a Match Made In Hell

12/8/2025

 
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Axios contributors Christine Clarridge and Russell Contreras recently assessed the increasingly ominous role artificial intelligence is playing in cybercrime. Deepfakes, ransomware, identity hijacks, and infrastructure hacks are all newly elevated threats – widely varied acts that previously required specialized expertise and massive organizations.
But not anymore. Now, they write:

“Off-the-shelf AI lowers the skill level and cost of carrying out attacks, enabling small crews to execute schemes that previously required nation-state resources.”

Here's what else their snapshot revealed:

  • Financial systems seem especially vulnerable, but the threat isn’t limited to banks. It potentially affects any entity with customer accounts, from hospitals to water plants to retailers.

  • “Crimes can now hit millions at once with voice clones and account takeovers, while local agencies are trained and funded to chase one case at a time.”

  • AI can commit crimes humans aren’t capable of: “AI can create automations to ‘lock pick’ into a system millions of times per second, something humans can't do.”

  • Almost anything can be disabled in such attacks: a Port of Seattle attack “disabled airport kiosks, baggage systems and Wi-Fi, while exposing data for roughly 90,000 people.” Speaking of Seattle, the Seattle Public Library “suffered a ransomware attack that wiped out its catalog, computers, Wi-Fi and e-books.” It cost Seattle a million dollars and three months to fully recover.

  • The Chinese government is all-in: “State-backed hackers used AI tools from Anthropic to automate breaches of major companies and foreign governments during a September cyber campaign.” That attack marks a particularly dark turn, since the level of human involvement required was minimal thanks to AI’s assistance.

  • More crimes are happening: “Generative AI has increased the speed and scale of synthetic-identity fraud,” especially where real-time payment systems are involved.
​
  • And they are happening faster: “A deepfake attack occurred every five minutes globally in 2024, while digital-document forgeries jumped 244% year-over-year.”

When it comes to cybercrime, these stats suggest that it pays to be more than a little paranoid.

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ShadyPanda: How China’s Browser Extensions Can Browse Your Data

12/8/2025

 
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​Security consulting firm Koi recently published an exposé about a new online privacy threat, one with the unforgettable name of “ShadyPanda.” The scheme allowed browser extensions to infect 4.3 million Chrome and Edge users. In this case, “infect” means sit there quietly, take control whenever it wants, then pretty much do whatever it pleases, including:
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  • Stealing anything stored in browsers (search history, passwords, credit card numbers)
 
  • Intercepting what’s being typed and captured in screenshots
 
  • Hijacking web traffic, redirecting you to fake logins
 
  • Injecting malicious software/scripts (to add even more capabilities to spy on you and rip you off)
 
  • Impersonating users (stolen cookies and passwords for theft)

ShadyPanda’s extensions often worked legitimately for years before being activated and turned into full-blown spyware – making it an especially effective tool for keeping tabs on businesses.

Some of the extensions were simple wallpaper galleries or productivity tools, and many had been marked as “trusted” or “verified” by the marketplaces that hosted them.

One of the key vulnerabilities this research exposed was the whole “trust and verify” approach. Once approved by various marketplaces, extensions were never re-verified. And because most users opt for “auto-updating,” the extensions could continue to build up a large user base and then be activated as spy tools when needed. Koi reports:

“Chrome and Edge's trusted update pipeline silently delivered malware to users. No phishing. No social engineering. Just trusted extensions with quiet version bumps that turned productivity tools into surveillance platforms.”

And where is all that collected data going? To surveillance-obsessed China, of course.

Worried that you might be infected? Check out The Hacker News’ partial list of the culprits. Infosecurity Magazine recommends you also check your browser extensions and remove anything you don’t recognize or no longer use.

And turn off auto-updating while you’re at it.
​

It is a dispiriting truth of modern life that we are – and likely always will be – in a footrace against hackers and thieves, whose tools will grow even more dangerous as AI evolves. But we don’t have to be helpless. At least we can take satisfaction in knowing that by embracing best practices, we can at least be a step ahead and leave the ShadyPandas of the world empty-handed.

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In San Jose, A Tracking System That Beats Them All

12/2/2025

 
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​San Jose, California, has 474 cameras tracking license plates – more than enough to create a network whose primary use seems to be mass invasions of privacy rather than criminal investigations. A new lawsuit against the city reveals that from June 2024 to June 2025, the police department conducted more than 250,000 warrantless searches of its license plate database.

City officials say the plate readers help solve serious crimes, including homicides, a claim the lawsuit does not dispute. But there aren't anywhere near 250,000 felonies in San Jose each year – which means those warrantless searches are being used for something else. The plaintiffs see two possibilities:

1) dragnet surveillance or

2) an outright tracking system.

If it is a tracking system that San Jose wants, it has the makings of one that is truly Orwellian. The city’s cameras apparently capture data points that include “vehicle, bumper stickers with political or other messages, make, model, color, and other details, depending on the camera's position, as well as GPS coordinates and date and time information.”

Even in camera-crazy, data-obsessed California, that’s pushing the envelope. What’s more, San Jose retains the data for a year, while the typical retention period in the state is 30 days. Few other jurisdictions use as many cameras, either per capita or in total.

Beyond the sheer scale, it’s the level of intimacy this data represents that rankles privacy advocates. Did you go to the gym last Tuesday morning before work? Did you go out on a date Friday night – and with whom? Did you go to a worship service or political rally? Or something else?
​
Who knows what peccadilloes lurk in the hearts of citizens? San Jose knows.

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Utah’s Respect for Personal Identity Puts ICE Arrogance to Shame

12/1/2025

 
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​When your identity is confirmed by a string of numbers in a computer, are you still yourself if the algorithm determines you (the person) are not you (the digital ID)?

One state, Utah, is leading the nation in answering this question with policies that safeguard humans, while Washington, D.C. is heading down the path of reducing humans to algorithms.
Consider ACLU’s Jay Stanley, who praised Utah for its “State-Endorsed Digital Identity” (SEDI), the state’s new framework for digital ID systems. In an approach that should be the norm rather than the notable exception, the Beehive State puts privacy first.

Utah begins with the conviction that identity “is not something bestowed by the state, but that inherently belongs to the individual; the state merely ‘endorses’ a person’s ID.” In other words, our identities belong to us. We are born with them. We own them. With that realization comes new-found respect for privacy and other forms of personal freedom. 

This view of identity stands in sharp contrast to the definition Stanley found in the data-driven world of federal law enforcement. With the feds, identity is becoming something only the state can grant, defaulting to incomplete or faulty digital verification of citizenship.

To be clear, both Utah’s SEDI platform and the federal approach utilize digital ID systems, but one is a case study in digital due diligence while the other illustrates the dangers of slapdash digital recklessness. The federal system is based on incomplete databases, poorly designed architecture, evolving (meaning, far from perfect) technology, and an utter disregard for the constitutional rights of individuals.

Utah’s approach differs from the federal approach in very important ways:
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  1. Being “user-centric” to ensure that government identification systems are used to empower individuals, not control them.
  2. Being free from surveillance, visibility, tracking, or monitoring by any entity – including private companies and unauthorized government agencies and staff – other than the party that is solely authorized to check the ID.  
  3. Making factors like security, completeness, and accuracy a top priority, in contrast to the unreliability of the facial recognition technology that underlies many of today’s digital verification systems.
  4. Enforcing a user’s “right to paper” (or plastic), including continued and unfettered access to essential government services, even when using only non-digital, physical ID methods.  
  5. Adhering strictly to constitutional rights, particularly Fourth Amendment protections against warrantless searches and dragnet-style fishing expeditions conducted without probable cause.

Stanley goes on to quote the Ranking Member of the House Homeland Security Committee, who reports that an app (called Mobile Fortify) used by Immigration and Customs Enforcement (ICE) now constitutes “definitive” determination of a person’s status “and that an ICE officer may ignore evidence of American citizenship – including a birth certificate.”

That’s bad enough on its own of course, but along the way, the government now sweeps up Americans’ biometric identifiers en masse. The databases Mobile Fortify accesses contain not only our photographs but enough records to constitute a permanent digital dossier.

Congress did not get to review, much less approve, any of this. The American people never voted on it. In fact, the whole thing leaves us wondering what happened to the Privacy Act, signed into law by President Ford in 1974. It has been described as “the American Bill of Rights on data.”  

By declaring that identity is solely digital, determined by stealthy algorithms and policies, and deniable to those whose data is non-existent, incomplete or inaccurate, the federal standard – in sharp contrast to Utah’s – subverts 250 years of traditional, constitutional practice. Remember: Our founders built the world’s most vibrant democracy on pieces of parchment copied by hand.

In any truly free society, identities are personal possessions (to help secure individual rights and facilitate their voluntary participation in society). Identities bestowed by the state ultimately serve only the state.

That we even need to ponder the nature of identity reveals the absurdity of these abuses our personhood and privacy. Nevertheless, here we are. Without transparent conversations and healthy debate, we face a future in which we are whomever the state says we are, made of malleable 0s and 1s, with nothing grounded in the physical world.
​
It's a discussion that, as of now, Utah alone seems committed to having.

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California Court Slams Sacramento’s Racialized Surveillance Dragnet

11/25/2025

 
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Imagine being targeted for surveillance because of your race – not with facial recognition or government inspection of your personal digital data, but through your electric meter. If you lived in parts of Sacramento, this is exactly what happened, as a decade-long scheme quietly bled Americans’ privacy one kilowatt hour at a time.

Sacramento’s Municipal Utility District (SMUD) and local police zeroed in on Asian-American customers, flagging those deemed to be using “too much” electricity. Many were assumed to be growing marijuana illegally – and police eagerly requested bulk data on entire ZIP codes to feed their suspicions.

The Electronic Frontier Foundation in July joined the Asian American Liberation Network to ask the Sacramento County Superior Court to end the local utility district’s illegal dragnet surveillance program. Last week, the court agreed, finding that routine, ZIP-code-wide data dumps had nothing to do with “an ongoing investigation.”

The court wrote:

“The process of making regular requests for all customer information in numerous city ZIP codes, in the hopes of identifying evidence that could possibly be evidence of illegal activity, without any report or other evidence to suggest that such a crime may have occurred, is not an ongoing investigation.”

The response from EFF was even sharper:

“Investigations happen when police try to solve particular crimes and identify particular suspects. The dragnet that turned all 650,000 SMUD customers into suspects was not an investigation.”

The court recognized the obvious danger – dragnets turn vast numbers of innocent citizens and entire communities into suspects.

Still, it wasn’t a clean sweep. The court stopped short of ruling that SMUD’s practice violated the “seizure and search” clause in California’s Constitution.
​
But even a qualified victory is still a victory. We are reminded that privacy wins do happen – one dragged-into-the-sunlight surveillance program at a time. This win is something to be thankful for as we count our blessings this week.

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How the Feds Use Our License Plates to Build Dossiers

11/24/2025

 
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Another in a long line of privacy-busting apps is making headlines. Anthony Kimery of Biometric Update reports that Immigration and Customs Enforcement (ICE) has an app that allows an officer to photograph a license plate, run it through commercial platforms and “instantly retrieve a vehicle’s historical sightings.”

The data that can be called up includes a vehicle’s “travel history, ownership records, and associated personal data.” In other words, portfolio building. In the old days, the feds mostly kept extensive files on criminals, suspects, and witnesses. Now merely driving a vehicle is reason enough to assemble a dossier that includes almost everything there is to know about someone.

The tech is powered by Motorola and Thomson Reuters among others. Privacy advocates have previously called out Motorola for license-plate privacy breaches. A 2022 Georgetown University report identified this firm as a go-to seller for agencies in search of consumer data, including utility records and driver’s license information. In 2019, Vice reported that the company’s contracts with ICE were lucrative, which perhaps is why “The Answer Company” wouldn’t respond with details about those dealings when Privacy International pressed for details in 2018. 

With this latest reporting, Kimery makes clear that ICE has found the perfect partners in its quest to build a national surveillance infrastructure:

“The scale is enormous. With billions of detections stored in Motorola’s network and deep identity datasets flowing from Thomson Reuters, the mobile app gives ICE a level of situational awareness that previously required specialized investigative teams and large analytic centers.”

The newly invigorated shift toward a national scale is an ominous one. Whereas agencies like ICE previously focused on border regions, ABC News notes:

“Border Patrol has built a surveillance system stretching into the country’s interior that can monitor ordinary Americans’ daily actions and connections for anomalies instead of simply targeting wanted suspects. Started about a decade ago to fight illegal border-related activities and the trafficking of both drugs and people, it has expanded over the past five years.”

Thomson Reuters previously got into trouble for selling personal data, a fact that the City of Denver recalled this summer when it put the brakes on an extension of its police contract with the company. Thoughtful objections by municipalities like Denver are admirable. But without robust constitutional guardrails installed by Congress and the states, there's no stopping invasive juggernauts like this one. As we concluded the last time we shared news about Motorola’s involvement in license plate surveillance:

“The need for lawmakers in Congress and the state capitals to set guardrails on these integrating technologies is growing more urgent by the day. Perhaps the best solution to many of these 21st century problems is to be found in a bit of 18th century software – the founders’ warrant requirement in the Fourth Amendment to the Constitution.”

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Imagine Hearing “Sleeping Beauty” All Night Long at Ear-Splitting Levels

11/17/2025

 
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​When the narco-dictator of Panama, Manuel Noriega, took refuge in a Vatican diplomatic mission in Panama City after President George H.W. Bush ordered an invasion to topple him in 1989, the U.S. Army hit upon an ingenious, if obnoxious, solution to drive him out the compound and into their arms – Operation Nifty Package. Soldiers blared music at the enclave that included the punk rock interpretation of “I Fought the Law” by the Clash and AC/DC’s percussive “You Shook Me All Night Long.”
 
The songs went on without relief, day and night, until after ten days the sleep-deprived dictator finally turned himself in.
 
Many residents of the Buckhead area of Atlanta can attest to the effectiveness of this form of psychological torture. For two nights, a malfunctioning parking lot security tower at a shuttered Kroger grocery store has been flashing lights, shouting orders and playing music – at decibel levels approaching an air raid siren.
 
That the system is blaring classical music is no comfort. One of its selections is Tchaikovsky’s composition for the ballet, The Sleeping Beauty – an irony not lost on people who haven’t slept in two days.
 
“It’s beautiful when you listen and are looking at a play and it’s on your time,” one man told Atlanta’s 11Alive News. “But when you’re trying to sleep, it’s distracting.”
 
Perhaps you’ve had a taste of this, being startled after emerging from a movie theater late at night when from out of nowhere a flood light turns on. Police lights begin flashing on top of a metal tower. A stentorian voice shouts an order at you: “PLEASE EXIT IMMEDIATELY!”
 
There is a good reason why mobile, parking lot security towers are becoming commonplace in the lots of big box superstores, shopping malls, and grocery stores. These robotic guards keep watch with sensors, fish-eye cameras, see in infrared and regular light, and are equipped with AI to recognize and track human forms. These towers take no bathroom breaks and ask for no pay, but they do watch and record people who might be looking to break into cars, a store, or worse, harm an employee or last-minute shopper as she walks to her car. They can alert a human at a control station, who can call the police.
 
That is a good example of how surveillance can keep us safe. And, on balance, it is a needed public service. But we should also face the music: Surveillance, for good and ill, surrounds us everywhere now. Few people will mourn their lack of privacy in the moment it takes for them to exit a retail outfit to get to their car. But this is also just one more link in the chain of surveillance in which we are being watched inside the store, in the mall, and by license plate readers all the way home.

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Humans Are Peering Through the Eyes of Robots

11/10/2025

 

“We shall describe devices which appear to move of their own accord.”

​- Hero of Alexandria, Pneumatica

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Image courtesy of 1X.
​Those of a certain age might remember the Domesticon, a line of 22nd century robotic butlers from the movie Sleeper. To avoid being caught by the authoritarian state, Woody Allen’s character Miles Monroe pretends to be a Domesticon during a dinner party. The scene is equal parts slapstick and satire. Miles’ cover is blown when he tries to help the host but acts too human in the process.

The Wall Street Journal’s Joanna Stern recently found that one actual prototype of the Domesticon is not entirely dissimilar to the fictional version. 1X Technologies is beta testing NEO, the $20,000 “home humanoid” it hopes to bring to market in 2026. Recently, Stern got to see it in action for the second time and discovered a decidedly Sleeper-like connection: NEO is part human.

Not organically, like a cyborg – so far the full integration of creature and computer is limited to cockroaches. No, NEO is remotely human, as in there’s a remote human operator back at company HQ, “potentially peering through the robot’s camera eyes to get chores done.”

Now, how’d you like to have that job? But as 1X CEO Bernt Børnich told Stern: “If you buy this product, it is because you’re okay with that social contract. If we don’t have your data, we can’t make the product better.”

Such transparency is refreshing. It is also a reminder of the Faustian bargain we must strike in order to make artificial intelligence work at the expense of our personal privacy. AI is unlike any software that came before in that it requires gargantuan amounts of data in order to learn its jobs. As Stern notes, “It needs data from us – and from our homes.” A world model, in other words, centered around us and private things we do at home. 

We expect these machines to be capable of fully human, fully competent, fully safe behaviors – all while being fully autonomous. None of that will happen without the ability to collect and learn from the data of day-to-day human lives. There are no shortcuts, either. When 1X let Stern drive NEO using one of the company’s VR headsets its human operators wear, she nearly dislocated its arm. The robot left for the shop in a wheelchair. The robot, a cross between “a fencing instructor and a Lululemon mannequin,” as she describes it, had neither’s dexterity nor style.

And during the first meeting the reporter had with NEO earlier in the year, the robot managed to faceplant.

“No way that thing is coming near my kids or dog,” she remembers thinking. Domestic robotics remains in its infancy – literally in Stern’s view. “The next few years won’t be about owning a capable robot; they’ll be about raising one.” Like a toddler, humanoid AI can’t learn without doing, watching, and remembering.

1X says users will be able to set “no-go” zones, blur faces in the video feed, and that human operators back at HQ will not connect unless invited to do so. CEO Børnich told Stern that such “teleoperation” was a lot like having a house cleaner. “Last I checked,” Stern responded wryly, “my house cleaner doesn’t wear a camera or beam my data back to a corporation.”

A punchline of sorts seems appropriate here: We’re big fans of the ethical AI principle that says always have a human in the loop – “but this is ridiculous!” 

Stern’s forthcoming book, I Am Not a Robot: My Year Using AI to Do (Almost) Everything and Replace (Almost) Everyone, is now available for pre-order. Readers can expect more dirt on NEO.
​
Unless he learns to vacuum first.

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One Nation Under Watch: How Borders Went from Being Physical to Digital

11/10/2025

 

​“If you want to keep a secret, you must also hide it from yourself.”

​- George Orwell

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​Imagine a dish called Surveillance Stew. It’s served anytime multiple privacy-threatening technologies come together, rather like a witch’s brew of bad ideas. It's best served cold.

The latest Surveillance Stew recipe includes location data, social media, and facial recognition. Nicole Bennett, who studies such things, writes in The Conversation that this particular concoction represents a turning point: borders are no longer physical but digital. The government has long held that the border is a special zone where the Fourth Amendment has little traction. Now the government is expanding border rules to the rest of America.

Immigration and Customs Enforcement (ICE) has put out a call to purchase a comprehensive social media monitoring system. At first glance, Bennett notes, it seems merely an expansion of monitoring programs that already exist. But it’s the structure of what’s being proposed that she finds new, expansive, and deeply concerning. “ICE,” she writes, “is building a public-private surveillance loop that transforms everyday online activity into potential evidence.”

The base stock of Surveillance Stew came with Palantir’s development of a national database that could easily be repurposed into a federal surveillance system. Add ICE’s social media monitoring function and the already-thoroughgoing Palantir system becomes “a growing web of license plate scans, utility records, property data and biometrics,” says Bennett, “creating what is effectively a searchable portrait of a person’s life.”

Such a technology gumbo seems less a method for investigating individual criminal cases than a sweeping supposition that any person anywhere in the United States could, at any moment, be a “criminal.” It’s a dragnet, says Wired’s Andrew Couts, noting that 65 percent of ICE detainees had no criminal convictions. Dragnets are inimical to privacy and corrosive to the spirit of the Constitution.

Traditional, law-based approaches to enforcement are one thing – and enforcement, of course, is ICE’s necessary job. The problem now, warns Bennett, is that “enforcement increasingly happens through data correlations” rather than the gathering of hard evidence.

We agree with Bennett's conclusion that these sorts of “guilt by digitization” approaches fly in the face of constitutional guardrails like due process and protection from warrantless searches. To quote Wired’s Couts again, “It might be ICE using it today, but you can imagine a situation where a police officer is standing on a corner and just pointing his phone at everybody, trying to catch a criminal.”

The existence of Palantir’s hub makes it inevitable that ICE’s expanded monitoring capability will migrate to other agencies – from the FBI to the IRS. And when that happens, what ICE does to illegal immigrants can just as easily be done to American citizens – by any government entity, for any reason.
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When our daily lives are converted into zeroes and ones, the authorities can draw “borders” wherever they want.

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Just What We Need – Hack Makes Recordings by Wearable Glasses Undetectable

11/3/2025

 

“Privacy is not just about hiding things or keeping secret, it’s about controlling who has access to your life.”

​- Roger Spitz

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​Here’s a quick news update on one of the privacy stories of the year: Meta’s Ray-Ban smartglasses. Joseph Cox and Jason Koebler of 404 Media told the story of Bong Kim, a hobbyist who engineered a way to disable the LED light intended to shine conspicuously whenever Meta’s glasses are recording or taking photos.
 
Let’s be clear: Meta has nothing to do with hacks like this one. The company tried to prevent privacy violations by designing the glasses so that if someone covered up the LED light, the recording function wouldn’t work. So we'll skip the “we told you so” part where we question the wisdom of building a modern Prometheus (powered by an app and AI, of course) while clutching at pearls when it gets compromised – as it now is.
 
We’ll also refrain from asking what could possibly go wrong. But here’s one possibility out of 10,000 would-be privacy violations: Imagine a stalker no longer having to worry about an LED light giving him away. Or industrial spies. Or actual spies. Or the colleague at work tricking you into saying something that will get you fired.
 
From a privacy standpoint, wearables (including smartglasses) are a non-starter, a set of technologies primarily in search of a hack. And if you don’t believe that, you probably haven’t been on Reddit lately.
 
According to 404’s reporting, Kim’s modification is advertised on YouTube and costs just $60 (though it’s unclear whether shipping is included). That’s what your privacy is worth these days.
 
So what can you do? At the very least, familiarize yourself with the look of these new wearable glasses from a host of companies. And quietly read yourself a Miranda warning: “anything thing you say can and will be used against you in a court of law.” Or, maybe just in a meeting with HR.

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Bay State Drivers Can Now Be Tracked by 7,000 Flock Customers

11/3/2025

 

“There is something predatory in the act of taking a picture.”

- Susan Sontag

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​Search our news blog for "Flock" and you'll hit the jackpot. This company has been a consistent source of concern for privacy watchdogs.
 
Just last week, the ACLU’s Jay Stanley summarized the results of a detailed Massachusetts open-records investigation. Thanks to Flock’s contracts with more than 40 Massachusetts police departments, Bay State drivers can now be tracked by 7,000 of the company’s customers – “in real time, without a warrant, probable cause, or even reasonable suspicion of wrongdoing.” To be clear, that surveillance of Massachusetts drivers can be conducted from other parts of the country… because why wouldn’t Texas authorities want to know what Massachusetts drivers are up to?
 
This chilling state of affairs is the result of Flock’s boilerplate contract language, which only changes if a police department demands it (most have not). The company’s contracts include an “irrevocable, worldwide, royalty-free, license to use the Customer Generated Data for the purpose of providing Flock Services.”
 
Stanley’s article includes additional anecdotes about Flock’s propensity for over-sharing that suggest the issue goes far beyond Massachusetts. In Virginia, for example, reporters found that “thousands of outside law enforcement agencies searched Virginians’ driving histories over 7 million times in a 12-month period.” As we’ve written before, Virginia is already one of the most surveilled states in the country, thanks largely to vendors like Flock Safety.
 
Consider following the ACLU’s advice for pushing back against this kind of Orwellian oversight. If we don’t say anything, nothing is going to change.

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AI Drones Sharpen the Security/Privacy Tradeoff of a Surveillance State

10/30/2025

 
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​Flock Safety – the vendor installing license plate readers across the country – is now helping police departments enhance their drone fleets with artificial intelligence. With this surveillance comes improved public safety, but also new threats to privacy and personal freedom.

Police drones are not an exotic trend. From 2018 to 2024, the number of police and sheriff departments with drones has risen by 150 percent – for a total of about 1,500 drone-enabled departments.

Increasingly, these drones have brains as well as eyes. Rather than requiring a human operator to direct them, a new generation of autonomous drones can work in concert with an officer at the scene. Lieutenant Ryan Sill, Patrol Watch Commander of the police department in Hayward, California, writes in Police 1 News of surveillance vendor Axon’s “One-Click” drone technology for Autonomous Aerial Vehicles (AAVs):

“The future is one where an AAV can be assigned to each officer, deploying from a patrol car, operating independently without the need for a pilot, responding to voice commands, and completing tasks as directed by the officer.”
​

The integration of AI and drone technology is undeniably a boon to public safety. One of the most dangerous police activities – both for police officers and the public – is the high-speed pursuit of criminals in cars. Increasingly, suspects in cars and on foot can run all they want, but they can be tracked wherever they go by drones.
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​Intelligent drones can also zoom quickly to an accident or crime scenes. They can record incidents and respond to situations in ways that assist police departments with too-few officers.

But intelligent drones bring with them the likelihood that all the information they collect will be abused. Then there is information that won’t be collected by drones operated by citizens and journalists in airspace cleared by police drones. Earlier this month, the Federal Aviation Administration imposed a 12-day ban on all non-governmental drone flights across much of Chicago. This coincided with the arrival of National Guard troops and federal agents to conduct immigration raids.

ACLU reports: “This raises the sharp suspicion that it is intended not to ensure the safety of government aircraft, but (along with violence, harassment, and claims of ‘doxing’) is yet another attempt to prevent reporters and citizens from recording the activities of authorities.”

Even more concerning is the emergence of drones that can predict crime.

Malavika Madgula of Sify.com writes about “Dejaview,” a new South Korean technology that “blends AI with real-time CCTV to discern anomalies and patterns in real-life scenarios, allowing it to envisage incidents ranging from drug trafficking to pettier offenses with a sci-fi-esque accuracy rate of 82 percent.”

Knowing that a synthetic brain is watching you for any sign that you might be a criminal is hardly the vibe of a free society. Madgula writes: “It could trigger feelings of heightened self-awareness and unease for even the most innocuous of activities, such as taking a shortcut on your way home or using a cash machine.”
​

Elon Musk famously worried that in AI “we’re summoning the demon.” The demon is welcomed by law enforcement because he is enormously useful in protecting communities. Without guardrails in place to prevent the misuse of this immense collection of our personal movements, activities and associations, it could also turn out to be a Faustian bargain.

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Don’t Look Up: Those Satellites Are Leaking

10/27/2025

 

“To have good data, we need good satellites.”  - Jeff Goodell

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​Sigh. As if we didn’t have enough to worry about already. While privacy experts were focusing on the security of undersea fiberoptic cables, government surveillance, and corporate subterfuge, our data is being broadcast unencrypted all around the Earth by satellites.

Satellites are leaky – and it isn’t fuel they’re off-gassing; it’s our personal information. “These signals are just being broadcast to over 40 percent of the Earth at any point in time,” researchers told Wired’s Andy Greenberg and Matt Burgess.

A few years ago, those researchers (at UC San Diego and the University of Maryland) followed up on a whim: Could we eavesdrop on what satellites are broadcasting? The answer was a big fat “yes” – and it took only about $800 in equipment. Their complete findings are detailed in a newly released study. They had assumed, or at least hoped, to find very little – that almost every signal would be protected by encryption – the ne plus ultra of privacy protection.

Instead, among the many things they found floating in the ether were:
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  • Miscellaneous corporate and consumer data (such as phone numbers)
  • Actual voice calls
  • Text messages
  • Industrial communications
  • Decryption keys
  • Even in-flight Wi-Fi data for systems used by 10 different airlines (including users’ in-flight browsing activities).

Researchers also “pulled down a significant collection of unprotected military and law enforcement communications,” including information about some U.S. sea vessels.

The Wired article’s authors are quick to note that the National Security Agency warned about the security of satellite communications more than three years ago.

Will the publication of such research encourage bad actors to take advantage of these weaknesses?

In the short term, perhaps, but the study’s authors are hopeful that various companies will respond like T-Mobile did and immediately get their encryption house in order (a spokesperson noted the issue was not network-wide). Another affected company, Santander Mexico, responded: “We took the report as an opportunity for improvement, implementing measures that reinforce the confidentiality of technical traffic circulating through these links.” (It should be noted that the affected organizations were notified many months prior to the study’s release.)

In the meantime, let’s hope most hackers haven’t renewed their Wired subscriptions.
​
After all, the scale of the problem is enormous. A Johns Hopkins expert told the magazine: “The implications of this aren't just that some poor guy in the desert is using his cell phone tower with an unencrypted backhaul. You could potentially turn this into an attack on anybody, anywhere in the country.”

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Is AI Evolving from Helpful Assistant to Permanent Spy?

10/23/2025

 

“Their power derives from memory, and memory is where the risks lie.” - Kevin Frazier and Joshua Joseph

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​Here’s a quick news item that will come as a surprise to absolutely no one, except perhaps for hermits who have been living in caves since AI went mainstream in 2022. Two new pieces of reporting, from Stanford and Tech Policy Press, confirm the fresh dangers to privacy emerging from the AI frontier.
 
First to Palo Alto, where researchers evaluated the privacy policies of six frontier AI developers. You can check out the complete analysis, but here are the takeaways from the abstract. Spoiler alert – they’re not a win for privacy:

  • All six AI developers appear to employ their users' chat data to train and improve their models by default

  • Some retain this data indefinitely

  • Developers may collect and train on personal information disclosed in chats, including sensitive information such as biometric and health data, as well as files uploaded by users

  • Four of the six companies examined appear to include children's chat data for model training, as well as customer data from other products
    ​

  • On the whole, developers' privacy policies often lack essential information about their practices, highlighting the need for greater transparency and accountability.
 
The Tech Policy Press interview with experts sheds some light on why “agentic AI” is so dependent on user information. Agentic AI refers to generative AI with the ability to act independently. Generative AI says things. Agentic AI does things. Both are built on the large language models Stanford studied.
 
It’s a logical evolution – think of asking a restaurant chef to give you his recipe versus having a live-in chef who plans and prepares them. But it’s all built on memory. The more AI is allowed to remember about us, the more effective it will be at meeting our asks. “The central tension, then, is between convenience and control,” the experts told Tech Policy Press.
 
We would add that if you think you’re trusting AI what to remember about your prompts and interests and what not to remember, think again. We’re really talking about trusting companies like the ones in the Stanford study – because they’ll be the ones licensing the AI. As of now, then, the fate of your data ultimately rests in the hands of others. From the interview:
 
“Who, exactly, can access your agent’s memories – just you, or also the lab that designed it, a future employer who pays for integration, or even third-party developers who build on top of the agent’s platform?
 
In short, these experts say, the stakes are these:

“Deciding what should be remembered is not just a question of personal preference; it’s a question of governance. Without careful design and clear rules, we risk creating agents whose memories become less like a helpful assistant and more like a permanent surveillance file.”

We close with a refrain that will be familiar to our readers – now is the time for common-sense laws that privilege personal privacy. Without it, these experts warn, AI will become a tool of enclosure rather than empowerment.

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