AI cameras spark state of emergency in American city and blow open the debate over surveillance and privacy
Surveillance technology landed at the center of a massive controversy in the United States, and it all started with a mom out for a walk with her newborn baby.
Dierdre Shea noticed a strange object at the end of her street: a black camera with a solar panel on top. It looked simple, almost insignificant. But that small device ended up being the spark for one of the biggest political crises ever experienced in Troy, a city of 52,000 residents along the Hudson River in New York State.
What came next was a chain of events involving artificial intelligence, a heated debate over privacy, fierce political conflict, and believe it or not, a state of emergency declaration over street cameras. 😮
The cameras in question are made by Flock Safety, and they are not ordinary cameras. They automatically read license plates, create a kind of fingerprint for every car that passes by — including details like color, make, bumper stickers, and even gun racks — and feed all of that into a national database shared with police departments across more than 6,000 American communities. All of this happened without Troy residents knowing the cameras had been installed, without city council approval, and without any public input whatsoever.
The result was a city split right down the middle — a Republican mayor on one side, a Democratic council on the other, more than 150 people protesting at a public meeting, and a lawsuit still working its way through the courts. ⚖️
The Troy case is not just some quirky local story. It serves as a mirror for a debate growing across the entire country about the limits of AI-powered surveillance, the right to privacy on public roads, and who ultimately gets to decide how technology enters our lives.
How it all started: cameras installed without notice
Shea, a 39-year-old industrial designer who moved from the San Francisco Bay Area to Troy during the pandemic, looked into the device she found and quickly identified it as an AI-assisted automatic license plate reader. She and her partner even joked about hitting the camera with a paint balloon or knocking it down with a slingshot. But instead of taking direct action, Shea did something that ended up having a far greater impact: she sent an email to neighbors and friends with the subject line Flock Cameras in Troy — Please Share.
The message spread fast. Residents took to social media, reached out to council members, and started asking questions nobody had answered before. How many cameras were installed? Where exactly? Who has access to the footage and collected data? How long is that information stored? The answers were slow to come, and when they did, they arrived piecemeal and far from satisfying — which only deepened public distrust of the entire program.
According to city council president Sue Steele, the Troy police installed 26 cameras without council approval and without informing citizens. The program started as a pilot in 2021 and was later expanded. Deputy Police Chief Steven Barker stated that the department joined the program after a string of shootings and followed normal procurement procedures for the contract, which currently costs $156,000 over two years. However, the council disputes that version, since any contract over $35,000 typically requires legislative approval.
The city council, which holds a Democratic majority, was furious to learn that the decision had been made without any consultation or legislative sign-off. For the council members, installing the cameras without their approval represented a direct violation of the city’s democratic processes. They directed city staff to pause payments to Flock Safety.
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Mayor Carmella Mantello, for her part, refused to accept the decision and last month, flanked by uniformed police officers, declared a state of emergency to keep the cameras running and pay the $78,000 owed to the company. She accused the council of essentially defunding the police. The situation quickly escalated to the courts, with the council suing the mayor and demanding she revoke what they called an illegal declaration. 🏛️
What Flock Safety actually does
Flock Safety is not some obscure startup trying to test experimental technology in small communities. The company already operates in more than 6,000 communities across the United States and works directly with police departments nationwide. Their core product is exactly what was installed in Troy: cameras with automatic license plate reading capabilities, known in the industry as ALPR (Automatic License Plate Recognition). But the system goes well beyond simply snapping a photo of a plate. It records the vehicle’s color, make, and even specific characteristics like bumper stickers and gun racks, building what the company itself calls a vehicle fingerprint — a unique profile that can be tracked whenever the car passes any camera in the network.
This database is shared among partner police departments, meaning a car photographed in Troy can be identified in another city hundreds of miles away. From a law enforcement perspective, this is a powerful tool for tracking stolen vehicles, recovering drugs, identifying suspects, and solving crimes faster. Troy’s deputy police chief said the cameras are used in virtually every investigation his department runs and have helped solve serious crimes, including two homicides.
Chris Castaldo, Flock Safety’s chief information security officer, said in a statement that the company believes safety and privacy should go hand in hand, and that the platform includes safeguards such as audit trails to ensure accountability at every step. The company also pointed out that courts have ruled there is no reasonable expectation of privacy on public roads.
From the perspective of privacy advocates, that is precisely where the problem lies. Anyone who drives past one of these cameras has their data recorded, regardless of whether they have done anything wrong. And this collection happens continuously, silently, and as the Troy case made clear, often without residents even knowing about it.
Andrew Guthrie Ferguson, a law professor at George Washington University and author of Your Data Will Be Used Against You, explained that this inescapable web of surveillance gives police an entirely new kind of power. According to him, the cameras allow monitoring of public spaces with little accountability and can track movements that reveal extremely personal information — like attending an Alcoholics Anonymous meeting or visiting an immigration lawyer. 🔍
The network expands — and so does the resistance
The DeFlock Project, a national effort to map these license plate readers, estimates that more than 90,000 cameras of this type are in use across the United States. More than a dozen states have already passed laws restricting their use, and over 60 communities have canceled or rejected contracts with Flock Safety and other companies in the space. The movement’s motto is pretty straightforward: Get the Flock Out.
And the pushback is not limited to traditionally progressive states. In tiny Bandera, Texas, the city council voted to end its contract with Flock after residents raised concerns and someone vandalized one of the cameras — an episode the local press called Old West cowboy justice.
Last year, Flock Safety canceled pilot programs with Customs and Border Protection (CBP) and the investigative arm of ICE that were being used to combat fentanyl and human trafficking. However, privacy experts warn that federal immigration agents can still access Flock’s database through partnerships with local police departments.
A study from the University of Washington’s Center for Human Rights found that several agencies in Washington State shared Flock data with Border Patrol last year. Meanwhile, the community of Shaker Heights, Ohio recently restricted searches in its Flock systems after activists uncovered documents showing that law enforcement had conducted more than 200 immigration-related queries.
And the cases of misuse do not stop there. A police chief in Kansas was forced to resign after using Flock camera data to stalk his ex-girlfriend. Episodes like these fuel the argument that without strict controls, these systems can easily be weaponized for purposes that have nothing to do with public safety. 😬
The political crisis the cameras unleashed in Troy
Mayor Carmella Mantello’s state of emergency declaration was the turning point that transformed a local dispute into national news. Using a measure normally reserved for floods, blizzards, and natural disasters to keep surveillance cameras running was something that surprised even seasoned political analysts. The mayor, a Troy native and daughter of a police detective, has shown herself to be an enthusiastic supporter of the cameras throughout her first term.
More than 150 people showed up to a public meeting on March 19 held to discuss the issue — a remarkable level of civic engagement for a city of 52,000. The crowd packed the small council chamber and spilled out into the hallway. The mood was charged. Council president Sue Steele banged her gavel repeatedly to maintain order as protesters shouted at the mayor. Many residents arrived carrying signs, others came armed with detailed questions about how their data was being used.
Shikole Struber, a council member who works in cybersecurity, raised specific concerns about Flock’s methods for protecting collected data. According to her, the company has not provided any compliance reports or documentation to the council showing how the data is being safeguarded, even after repeated requests. The police released only partial audits of the material.
After the council directed a pause in payments, Mantello declared the state of emergency to pay Flock. She accused the council of overstepping its legislative authority. The council, in turn, sued the mayor this week, demanding she revoke what they consider an illegal action.
The Troy police department said it paused the city’s participation in the national database in March following public pressure, and that data is deleted after 30 days. But for activists and council members, those concessions came too late and do not go far enough. 📢
What comes next: a new law and a court battle
This month, the city council released a proposal for new legislation that would restrict the use of the cameras, requiring most data to be deleted after just two days. Mayor Mantello has already called the proposal dangerous, misguided, and a gift to criminals.
Approval of the law could take weeks. In the meantime, the city remains under a state of emergency. At a recent council meeting, Shea and other activists once again asked the mayor to revoke the declaration, arguing that Mantello is making Troy look like a dangerous place. One person carried a fake Flock camera with a sign reading I am Surveillance Not Safety. Another read a list of previous emergency declarations made by the mayor, including one for the demolition of a crumbling hot dog restaurant.
Mantello stood in the back of the room with her aides, smiling, seemingly unbothered by the criticism.
When it was her turn to speak, Shea said from the podium that all of this felt like a dramatic escalation of events and that neither the mayor nor the police truly understood how the cameras worked. After finishing, she walked over to Mantello and whispered that she thought they should sit down and talk.
The mayor responded with a smile: Sure, sure, sure.
Despite the activists’ appeals, however, the mayor’s position has not changed. The state of emergency will remain in effect, she said. And she added: the cameras will never be removed.
Why this debate matters far beyond Troy
What happened in Troy is really a reflection of something playing out in dozens of American cities and starting to surface in other countries as well. Surveillance technology is advancing at a pace far faster than laws and public policies can keep up with. Companies like Flock Safety pitch their products directly to mayors and police chiefs, promising crime reduction and faster investigations. And in many cases, city officials sign those contracts without fully understanding what they are buying, without consulting the public, and without establishing clear rules around data use, storage, and access.
This model creates a serious structural problem. Citizens’ privacy ends up being treated as a secondary detail — something to be figured out later — while the technology is already installed, collecting data, and feeding information databases that can be accessed by multiple agencies. And once these systems are up and running, they are extremely hard to remove, whether for political reasons, contractual obligations, or simply because authorities have grown accustomed to relying on them. The Troy case shows exactly this dynamic in action, with a mayor willing to declare a state of emergency to keep the cameras operational.
The discussion about how far the right to privacy extends in public spaces is one of the most complex and relevant of our digital age. Cameras on public roads have existed for decades, but the combination of artificial intelligence, automated recognition, real-time data cross-referencing, and shared networks spanning multiple jurisdictions creates something qualitatively different from a regular camera recording a street corner. It is a system capable of reconstructing the daily routine of anyone who uses a vehicle — knowing where they have been, how often, at what times — and all of this without any prior suspicion or court order.
Understanding these boundaries, and collectively deciding where to draw them, is one of the biggest challenges cities and governments will face in the years ahead. As Shea put it plainly: there are so many ways tech companies are chipping away at our individuality, but this is a situation where it is possible to take action. 🤖
The Troy case makes it clear that technology, surveillance, and privacy need to go hand in hand with transparency, public participation, and well-defined rules. Without that, any camera installed on a street corner can become the trigger for a crisis that reaches far beyond the block where it was placed.
