Woman pulled over at gunpoint twice due to Flock camera alert glitch
Milwaukee police left an outdated wanted vehicle alert in the system, causing Amber Newell to be stopped twice in one week.
Conversation activity · last 9 hours peak 4/15m
Summary, timeline and people extracted by Claude from 18 items across 4 sources · 3h ago. Quotes are verbatim.
Amber Newell of Brookfield, Wisconsin was pulled over at gunpoint twice within a week after a Flock automated license plate reader flagged her car as connected to a homicide investigation. Milwaukee police later admitted an employee forgot to remove the alert from the system days earlier. The incident raises concerns about data accuracy in real-time law enforcement systems and whether other outdated alerts remain active.
- A Milwaukee police employee failed to remove an alert from the Flock system after investigation concluded, resulting in two high-risk felony stops of an innocent driver within a week.
- The incident reveals a gap between automated surveillance systems and human data management—Flock itself functioned correctly; the error was in alert curation.
- Multiple commenters report similar incidents, suggesting this is not isolated and raises concerns about how many other outdated alerts remain in systems nationwide.
- The conversation splits between those attributing blame to Flock technology, those blaming law enforcement oversight, and those opposing mass surveillance systems altogether.
How it unfolded
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tptacek notes Oak Park removed cameras due to broader problem: hotlist systems weren't designed for automated real-time enforcement and lack precision.
“The core problem is that the hotlist systems states set up were never intended for real-time enforcement; there's a great deal of imprecision in them that tends not to matter in human-scale enforcement, but matters a great deal when…”
tptacek · Hacker News ↗ -
HN user argues Flock and similar technologies are fundamentally incompatible with a healthy society regardless of implementation.
“Mass surveillance as a tool, fundamentally, even if perfectly implemented and used, is fundamentally flawed and unfixable since it destroys the long term health of society.”
jmward01 · Hacker News ↗ -
HN user argues the error was law enforcement's responsibility, not Flock's, and notes the woman likely has a damages case.
“That's not a Flock error. That's a law enforcement error. Flock isn't responsible for a bogus warrant in the system.”
Animats · Hacker News ↗ -
HN user questions whether weapons-drawn response was appropriate even if the flag had been correct.
“Why did they need to have guns drawn and that many cops, even if the flag had been correct? A car involved in a homicide investigation doesn't mean it's even being driven by the suspect.”
nemomarx · Hacker News ↗ -
Guessing Headlights article detailing the incidents and raising questions about alert management in Flock systems reaches HN frontpage with 210 comments.
“Why is it that the police can get the felony stop done but cannot correct the clerical error that caused it?”
Olivia Richman · Hacker News ↗ -
Nearly identical stop occurred after the alert should have been cleared days earlier but remained in the system due to employee oversight.
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Newell was stopped by Brookfield officers with guns drawn after a Flock camera flagged her vehicle as connected to a homicide investigation.
What people are saying verbatim
“an ordinary person ends up staring down the barrel of a gun for no reason at all”
Olivia Richman, Journalist · Guessing Headlights ↗
“Her young daughter has reportedly asked if the police are going to "get us" again every time they get in the car.”
Olivia Richman, Journalist · Guessing Headlights ↗
“The trouble is that the system is only as reliable as the humans updating it, and in this case, Milwaukee police confirmed the wanted vehicle alert simply was not taken down after detectives no longer needed the car or its occupants.”
Olivia Richman, Journalist · Guessing Headlights ↗
“Why did they need to have guns drawn and that many cops, even if the flag had been correct? A car involved in a homicide investigation doesn't mean it's even being driven by the suspect.”
nemomarx, HN commenter · Hacker News ↗
“That's not a Flock error. That's a law enforcement error.”
Animats, HN commenter · Hacker News ↗
“The core problem is that the hotlist systems states set up were never intended for real-time enforcement; there's a great deal of imprecision in them that tends not to matter in human-scale enforcement, but matters a great deal when enforcement is automated.”
tptacek, HN commenter · Hacker News ↗
“He was kneed, arms twisted, humiliated, then tossed in the back of a cruiser.”
firefoxd, HN commenter · Hacker News ↗
“You may think this is something your perfect upper middle class family will never need to worry about. It's not.”
nyeah, HN commenter · Hacker News ↗
The conversation positions from the crowd, verbatim
The HN discussion centers on systemic failures in automated police systems, with commenters drawing from personal experience and raising concerns about alert accuracy, proportionality of police response, and whether mass surveillance can be implemented safely. Multiple voices describe similar incidents, suggesting a pattern rather than isolated error.
The dispute Whether the core problem is sloppy law enforcement (fixable with better procedures) or inherent risk in automated surveillance systems (unfixable without eliminating them).
This is primarily a police/alert management failure, not a Flock technology problem; Flock executed correctly.
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“That's not a Flock error. That's a law enforcement error. Flock isn't responsible for a bogus warrant in the system.”
Animats · Hacker News ↗ -
“The core problem is that the hotlist systems states set up were never intended for real-time enforcement; there's a great deal of imprecision in them that tends not to matter in human-scale enforcement, but matters a great deal when…”
tptacek · Hacker News ↗
Mass surveillance systems like Flock are fundamentally incompatible with a healthy society and should be eliminated.
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“Mass surveillance as a tool, fundamentally, even if perfectly implemented and used, is fundamentally flawed and unfixable since it destroys the long term health of society. That is why I am against Flock and similar technologies.”
jmward01 · Hacker News ↗ -
“The outrage level and desire to stop tech being used this way ought to be reaching a fever pitch rather than being a kind of unfortunate documentary of how it isn't working right.”
thataccount · Hacker News ↗
Even if the alert had been correct, the proportional police response—guns drawn, many officers—was excessive.
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“Why did they need to have guns drawn and that many cops, even if the flag had been correct? A car involved in a homicide investigation doesn't mean it's even being driven by the suspect. It's not a positive ID at all”
nemomarx · Hacker News ↗
Systemic incentives are needed to make police organizations accountable for false alerts, not just oversight.
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“The system needs built in back pressure against these events…if you're subject to detention that turns out to be unwarranted you automatically get cash straight out of the police budget.”
fedpost · Hacker News ↗
- How many other outdated alerts remain active in Flock systems across the country?
- What accountability mechanisms exist for false alerts and wrongful stops?
- Should hotlist systems designed for manual enforcement be used for automated real-time enforcement at all?
Voices from the web unedited
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Woman held at gunpoint by police due to a Flock camera error: I get pulled over, guns drawn out on me, officers ordering us. My daughter keeps asking, 'Mama, is the police gonna get us?'
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This is exactly why we took our cameras down in nearby Oak Park in Chicagoland.People talk online as if this is a Flock technology issue, but it only peripherally is. The core problem is that the hotlist systems states set up were never intended for real-time enforcement; there's a great deal of imprecision in them that tends not to matter in…
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Woman Pulled From Car at # Gunpoint By # Police After Mistaken # Flock Alert - Twice # alpr # privacy # safety # security https:// yro.slashdot.org/story/26/08/0 8/042259/woman-pulled-from-car-at-gunpoint-by-police-after-mistaken-flock-alert---twice?utm_source=rss1.0mainlinkanon&utm_medium=feed
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I parked in a mall when someone stole my plate and replaced it with one from a stolen car. The next day, my brother, brand new in the country, borrowed my car to go to his first job. He was surrounded with dozens of LAPD cars, held at gun point in the middle of a boulevard and dragged through the mud in his first day work clothes.He tells me the…
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The system needs built in back pressure against these events. Not just "police accountability" but also a defined system were fuckups like this are expensive organizationally so that the organization has an incentive to prevent them. Something like if you're subject to detention that turns out to be unwarranted you automatically get cash straight…
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We shouldn't be wasting time figuring out how to make these tools usable. A healthy society requires privacy and a healthy society leads to long term safety trends. Mass surveillance as a tool, fundamentally, even if perfectly implemented and used, is fundamentally flawed and unfixable since it destroys the long term health of society. That is why…
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These kind of "computer said you did something" stops and such are absurd. There's no defense, computer said you did it so now you're subject to having guns drawn on you and so on.
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This happened while I was up in Maine - friend had purchased a used vehicle with all the paperwork earlier in the day. Both parties happy, somehow flock wrongly flagged the vehicle as "stolen" and dispatched police without any probable cause or ask from the buyer or seller. This is completely NOT ok.
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You may think this is something your perfect upper middle class family will never need to worry about. It's not. Even if that's true today, it will change without notice in 5 or 10 years. By that time everyone will accept it. Challenging it will seem deranged.
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That's not a Flock error. That's a law enforcement error. Flock isn't responsible for a bogus warrant in the system.The woman probably has a good case for damages from the police department for doing it twice. That's sloppy police work.