Surveillance Before Transparency? This Isn’t an AI Failure.

Automated license plate readers (ALPRs) are expanding across the United States faster than the transparency systems meant to govern them. Towns, cities, and federal agencies are deploying surveillance tools that track the movements of everyday people, while body-worn cameras, dash-cams, audit frameworks, and public-records infrastructure continue to lag behind.

Independent researchers recently uncovered how easily Flock Safety ALPR systems—used by thousands of police departments—could be tracked and mapped by the public. This wasn’t a sophisticated hack. It was a configuration error that exposed the locations of 83,000 cameras nationwide.

This incident highlights a critical imbalance: we are building the capacity to watch everyone before we have built the capacity to watch the watchers.

The Imbalance of Power

When a police department deploys ALPRs, they gain the ability to retroactively track vehicles, identify patterns of movement, and share that data across jurisdictions. In theory, this is for public safety. In practice, without rigorous oversight, it is a dragnet.

The promise of modern policing technology was supposed to be accountability. Body cameras were sold as a way to protect both officers and citizens. Dash-cams were meant to provide objective records of encounters. But these tools are often subject to "malfunctions," convenient gaps in footage, or policies that delay public release for months or years.

Meanwhile, surveillance infrastructure like ALPRs works seamlessly. It is always on, always logging, and always sharing data.

The Federal Layer

It’s not just local police. New reporting from the Associated Press reveals that federal agencies, including Customs and Border Protection (CBP), are accessing commercial ALPR databases to track drivers far from any border. This data is being used for routine immigration enforcement and criminal investigations without a warrant, bypassing the traditional checks and balances of the Fourth Amendment.

This is the definition of surveillance creep. Tools built for one purpose (border security, stolen vehicle recovery) are quietly repurposed for broader monitoring of the population.

Transparency is Not Optional

If we are going to live in a world where our movements are logged by default, the systems that do the logging must be transparent by default.

1. Public Audits: Every agency using ALPRs should be required to publish regular, automated audit logs showing how often the system is queried, for what purpose, and with what results.
2. Strict Retention Limits: Data on non-suspect vehicles should be deleted immediately. Retaining the location history of innocent drivers "just in case" is a violation of privacy, not a safety measure.
3. Vendor Accountability: Companies like Flock Safety that build this infrastructure must be held to higher security standards. A "configuration error" that exposes the entire surveillance network is not a glitch; it’s a systemic failure.

Conclusion

We are rushing to build a panopticon because it is technically easy. We are neglecting to build the oversight mechanisms because they are politically hard.

But technology does not wait for policy. If we do not demand transparency now—before these systems are fully entrenched—we will wake up in a world where privacy is a luxury of the past, and accountability is just a word in a press release.

Sources

• Gain Security: https://gainsec.com
• NexaNet Blog: Misconfigured Demo Exposed Flock Safety's 83,000 Camera Nationwide Tracking System
• YouTube: Video Link
• EFF: Automated License Plate Readers (ALPRs)
• ACLU: Automatic License Plate Readers
• Brennan Center: Automatic License Plate Readers: Legal Status and Policy Recommendations
• MA Public Records Guide: https://www.sec.state.ma.us/divisions/public-records/download/guide.pdf
• Associated Press: Border Patrol Monitoring U.S. Drivers With ALPR Data