Posted on 06/10/2026 9:16:27 AM PDT by DFG
When Hugo Parra was arrested last year on felony charges, his pleas of innocence fell on deaf ears.
San Diego police had a description of the Alfa Romeo car he was riding in and a witness who identified him during a curbside lineup as the man who brandished a handgun in Golden Hill. They had also checked the city’s automatic license plate camera system, run by the private company Flock, and got a “hit,” substantiating the claim.
The problem, says attorney Alex Coolman, was that Parra was five miles away from Golden Hill at the time of the crime, and the so-called hit from the license plate reader was captured before any police pursuit began.
“This Flock hit was obviously the wrong car, as it could not have been in both places simultaneously,” said Coolman, who represents Parra and the driver, 23-year-old Ariel Beltran.
Despite the signs pointing to it being a different Alfa Romeo, police arrested Beltran and Parra.
Nonetheless, Parra spent nearly one month behind bars, missing Thanksgiving and other special events with his family, before the assault with a firearm and evasion charges were dropped.
“I was in disbelief,” Parra told Times of San Diego in an email. “Sitting in jail, I was full of fear and adrenaline because I was being charged with a violent crime. I was placed with a high-power, dangerous population. I remember a specific man there had murdered two people, but there were a few more murderers.”
Now Parra and Beltran are preparing to sue the city for civil rights violations and negligence.
San Diego Police and the city attorney’s office declined to comment on pending litigation.
San Diego’s surveillance systems
For years, officials have argued that mass surveillance is worth the cost, both socially and economically, because it gathers incontrovertible proof of someone’s guilt or innocence. However, there’ve also been numerous examples across the United States of people being falsely arrested due to mistakes, either because officers failed to analyze the data or because of faulty surveillance tools.
“Mass surveillance without any sense of skepticism, or common sense, is a recipe for disaster,” Coolman said in an interview. “Law enforcement will come up with false positives all the time, the broader the surveillance net is cast.”
In this instance, San Diego Police reports show that officers were relying on a description of a red Italian sports car with tinted windows because they didn’t catch the license plate of the car that sped off. But even if they had, the problem remains that machines themselves have been known to misread numbers.
Just last month, the Institute for Justice identified at least 17 cases in the United States of officers allegedly using Automated License Plate Reader technology to keep tabs on partners, exes, and strangers who had caught their eye.
The Flock system has been controversial in San Diego as well. But, while other cities have dropped the company and not renewed contracts for sharing data with federal agencies, including immigration authorities, San Diego presses ahead.
In November 2023, the city entered into a $7 million contract with Flock Systems and Ubicquia, Inc., to get the streetlight cameras and license plate readers up and running and an additional $2 million annually for the service.
In December 2025, the San Diego Police Department looked to bolster its license plate reader program. As reported by Axios in April 2026, the San Diego Police signed a contract to pilot a Flock data-integration platform. The platform, Flock Nova, enabled the cameras to capture audio, video, and, according to the contract obtained by Times of San Diego, to retrieve data from connected devices.
The department told Axios, however, that it did not plan to use the new platform.
These Marxist spend money on crap
A flock system was used to arrest a guy in one of our company trucks, a generic white pickup.
We have very detailed GPS in our trucks that show where and for how long a truck is. His truck was parked in front of our shop, where he was clocked in, and had 50 other welders saying he was present. We also have cameras showing when he came and went.
The cops barely let him out after a week.
It’s like any technology, it isn’t perfect. The issue here seems to be poor procedures by the PD.
Hey it’s like they say about surveillance in general - if you’ve got nothing to hide, you’ve got nothing to worry about.
Except for incidents like this...
This is an example of how people will rely on what a machine tells them, versus what they see with their eyes.
Yes, the AI system can be used to identify “potential” matches, but when it is clear the system has made a mistake the cops should have enough sense to start looking elsewhere.
This is true in all sorts of professions. We should use it as a tool, not as the final judgement. But asking front line employees to use common sense seems to be a reach these days.
You are dealing with people's lives.
And don't trust the computers. I know in the movies and on TV AI exists and computers are infallible.
In reality AI does not exist and computers are only as good as the people programming them.
Exactly.. it’s a tool.. and doesn’t take the place of sound police work..
Years ago I owned a Toyota pickup that was parked at my home on Mather AFB while my family and I were in Los Angeles at the exact same time that vehicle was ticketed in San Francisco illegally parked. I got a notice from the city and I called them and asked what they were talking about as at the time the ticket was written I was having lunch at Knott’s Berry Farm. I faxed them a picture of the vehicle, which did not match the description on the ticket, with a picture displaying the license plate. I got a letter back with no apology telling me to ignore the ticket. Thanks for the sour persimmons cousin.
wy69
Lucky they didn’t paste your pic onto the ticket.
“…relying on a description of a red Italian sports car with tinted windows …”
Back when I went to Krook Kollege we were advised not to use red, Italian sports cars as the getaway vehicle.
Even if the car was the right one, the cops just arrested and imprisoned whoever was in the car without verifying identities? So much for innocent until proven guilty if you can be imprisoned for a month without a conviction. Basically guilty of and jailed for riding in the wrong car that day. Hope those two have a nice pay day coming.
Had a neighbor here in the Midwest that was hit on by a license plate reader on the west coast. Wrong man, wrong plate also. If I could see why it was wrong,myself not being a licensed official, then why couldn’t the law figure it out?
I was sent a bill in the mail saying I ran a stop sign in a state I’d never been in. Wrong car, wrong color of car, wrong plate number (it was pretty hard to read so I think some human idiot guessed). I called the number on the ticket and after some interesting conversation they admitted they screwed up.
Flock is evil, and should be banned along with the new company Leonardo, and parking douchebags metropolis.io
What is Leonardo SignalTrace?
SignalTrace (formerly known as EOC Plus) is Leonardo’s advanced signal intelligence platform. It addresses a core limitation of standard ALPRs:
if a suspect steals a car, swaps the license plate, or drives a vehicle without plates, the camera loses track of them.SignalTrace bypasses the physical car entirely by tracking the electronic “fingerprint” of the passengers inside.
How the Technology WorksPassive Sniffing: Hardware sensors are installed right next to existing ELSAG license plate cameras.
As a vehicle drives past, these sensors passively sweep up all radio frequencies continuously broadcasting from the car.
Telemetry Collection: The system captures the unique hardware identifiers (MAC addresses) of all nearby consumer electronics.
This includes smartphones, Bluetooth headphones (like AirPods), smartwatches, fitness trackers, vehicle infotainment systems, Wi-Fi hotspots, tire pressure sensors, and even RFID key cards or asset tags.
Co-Traveling Algorithms: Leonardo’s software uses proprietary algorithms to determine which electronic devices consistently move through the grid together.
If Phone A, AirPod B, and Smartwatch C cross multiple intersections at the exact same timestamps, the system binds them together as a single profile.
Plate-to-Device Correlation: This bundle of device IDs is then hard-linked to the vehicle’s license plate and physical location data in the Enterprise Operations Center.
If a suspect deliberately changes their license plate, the software will recognize the identical cluster of device IDs inside the car and notify law enforcement of the vehicle’s new identity.
"How The 'Knight Rider' Pontiac Trans-Am Got A Speeding Ticket While Sitting In A Museum"
May 26, 2026
https://www.slashgear.com/2180077/how-kitt-knight-rider-pontiac-trans-am-got-nyc-speeding-ticket/
I’m going to give a similar example of garbage in and garbage out of the bureaucratic nightmare.
20 years ago my wife and I moved from Florida to Kentucky. We sold our home in Florida and bought a home in Kentucky. In the process of course we had to move our cars to Kentucky and titled them in Kentucky. We had to give up our Florida drivers licenses to get Kentucky Driver’s licenses. We were officially no longer Florida residents
A little over two years that my wife received a jury duty notice from Polk County Florida at our Kentucky address. It was NOT forwarded, it was addressed to our Kentucky address. It said that if you don’t show up for jury duty in Polk County Florida you could be arrested.
Disclaimer: Opinions posted on Free Republic are those of the individual posters and do not necessarily represent the opinion of Free Republic or its management. All materials posted herein are protected by copyright law and the exemption for fair use of copyrighted works.