Flock-B-Gone!

Posted July 31, 2026 · Updated September 23, 2026

The Backlash Against Flock Safety ALPR Cameras

Update as of late July 2026

Scale of the Pushback

  • Between 68 and 82 cities and agencies have canceled Flock contracts, deactivated cameras, or banned automated license plate readers (ALPRs) outright since 2021.
  • 39 of those cancellations happened between January and May 2026 alone.
  • Despite the cancellations, Flock's national deployment has still grown past 100,000 cameras.
  • Recent city-level actions: Denver City Council unanimously rejected a two-year contract renewal; South Pasadena voted to decommission 14 readers; Santa Cruz and Framingham, MA ended their contracts (January and June 2026 respectively).
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Why Cities Are Pulling Out

Unauthorized federal and ICE access

This is the single biggest trigger. A San Francisco compliance audit found that the Northern California Regional Intelligence Center ran 299 improper queries on the city's Flock network on behalf of federal and out-of-state agencies over roughly one year. More than 50 federal, state, and local agencies have run searches tied to protest activity, and reports that local data was reaching ICE and CBP despite state privacy laws prompted several of the cancellations.

Officer misuse

Multiple cases have surfaced of police officers using the system for personal reasons unrelated to law enforcement — including stalking ex-partners and monitoring activists and protesters.

Lawsuits

  • A class action was filed in San Francisco Superior Court (February 2026) alleging that ICE, CBP, the FBI, and the ATF queried the city's cameras without authorization.
  • The city of Eugene, Oregon has been served a second public-records lawsuit for withholding Flock-related records.

A Supreme Court wrinkle

A recent SCOTUS ruling is seen by legal analysts as potentially weakening Flock's legal footing, though it is not expected to stop ALPR-based mass surveillance broadly.

Update as of September 2026: Beyond License Plates

Flock's cameras don't just log a plate number - they build what the company calls a "vehicle signature": make, body type, color, visible damage, and features like aftermarket wheels, searchable even without a clear plate read. The system's "people detection" can also search by description (e.g. "man in blue shirt, cowboy hat") for pedestrians - Flock states this does not include facial recognition, though that claim comes from the company itself rather than independent verification.

More significantly: Flock's gunshot-detection microphones (branded Raven, now called Audio Detection) aren't limited to gunshots. In October 2025, EFF revealed Flock was rolling out a "Distress Detection" feature that would have these same microphones listen for human screaming and other signs of distress. Flock's own marketing originally advertised the feature as detecting "screaming" outright, before quietly softening the language to "distress" after EFF's initial pushback.

EFF's core legal objection: recording ambient human speech, even in short clips, runs directly into state eavesdropping and wiretap laws that generally require consent to capture a conversation - a serious problem for microphones mounted above public, densely populated areas.

The win: after roughly seven months of sustained pressure from EFF and other privacy advocates, Flock ended the Distress Detection rollout in July 2026. It's a real victory and proof the pushback documented throughout this article works.

The catch: this was a narrow rollback, not a retreat. The underlying gunshot-detection microphones are still active and unaffected - only the newer "listen for human voices" expansion was killed. As one outlet put it, Flock killed the scream-detecting feature, but the license-plate dragnet bolted right next to it is doing just fine. The vehicle-signature data and people-description search covered above remain fully in place.

Grassroots and Direct Action

  • Citizens have sawed down camera towers, sabotaged solar charging panels, and paint-bombed camera sensors — the ACLU's campaign against this technology is literally named “Get the Flock Out.”
  • Vandalism has become common enough that Flock has reportedly started disguising cameras inside other objects; one was found hidden inside a speed-radar box operated by police in Volusia County, Florida.
  • A tracking project called DeFlock maintains a public map and running count of camera locations and contract cancellations.

AI Industry Response: Anthropic vs. the Rest

Anthropic is the one major AI lab that has staked out a public, principled stance specifically against domestic surveillance — and it has cost the company dearly.

Anthropic's stance*

Anthropic's usage policy bars use of its models for mass domestic surveillance. When the Pentagon pushed to loosen Claude's restrictions for broader "lawful use" by the Department of Defense, CEO Dario Amodei refused, saying the DoD made "virtually no progress" on ruling out use for mass surveillance of Americans or fully autonomous weapons, and that Anthropic "cannot in good conscience" allow unrestricted DoD use. Anthropic's public reasoning: "mass domestic surveillance of Americans constitutes a violation of fundamental rights," and that such surveillance is only legal today because the law hasn't caught up with AI's capabilities — the same concern at the heart of the Flock backlash.

The government's response

  • February 27, 2026 — President Trump directed federal agencies to stop using Anthropic technology.
  • Defense Secretary Pete Hegseth designated Anthropic a "Supply-Chain Risk to National Security."
  • June 12, 2026 — the government forced Anthropic to disable its two most powerful models, Fable 5 and Mythos 5, for every customer worldwide, without explanation. (Fable 5 is back!)

How other providers compare

Amazon's Ring (owned by Amazon, which also builds its own AI models) announced a partnership to feed Ring doorbell footage into Flock's network — already used by ICE, the Secret Service, and police. That deal was only canceled after a Super Bowl ad triggered public outcry, not because of any pre-existing policy against domestic surveillance use. There is no public evidence that Flock's "natural language search" features (Flock Nova) are built on a major outside LLM provider with restrictive usage terms; Flock appears to run its own models and analytics pipeline rather than being gated by an outside provider's policy the way DoD use of Claude is gated by Anthropic's stance. The broader pattern: other major AI providers have pulled back surveillance-adjacent products only after public backlash, not on a stated principle — Anthropic is the outlier in drawing the line in advance on principle.

Sources

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* Disclaimer: To save myself a ton of time I actually used Anthropic's Claude to assemble this information. AI is not good or bad on it's own. It is just a tool what can be used for good or evil depending an man, not machine.

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