16 Apr 2021United StatesFlock Safety license plate readers (reported)
At about 5:30 a.m. on 16 April 2021, according to a lawsuit reported by The Almanac, an automated license-plate reader in Atherton, California, misread the dirt-obscured plate of a driver's car, reading its letter H as M, and matched it to a reported stolen vehicle. Atherton police followed the car for several minutes without visually verifying the plate, then made a high-risk felony stop, ordering him at gunpoint to throw his keys out of the window, get out and lie on his stomach to be handcuffed. He sued three officers in 2022 for unreasonable seizure and excessive force; the officers denied the allegations and the injuries he claimed, and the case was settled on 16 March 2023 for $45,000. Business Insider, citing police records, reported in March 2026 that the misread came from a Flock camera and that officers noted the Flock cameras had misread the plate; an Atherton police commander said the plate was obstructed by dirt and that the town denies wrongdoing.
Contextual tracker case Medium reported severity Lawsuit Settled
AI involvement supported · Causal attribution supported · 2 sources · Added 04/10/2026
23 Jul 2023United StatesFlock Safety license plate readers
On 23 July 2023 Española police officers pulled over a car driven by a 21-year-old woman with her 12-year-old sister as a passenger, after a Flock Safety camera at an intersection flagged the car's plate as belonging to a vehicle stolen in Rio Rancho. According to the sisters' lawsuits, reported by the Santa Fe New Mexican in January 2024, the camera had read a 2 on the plate as a 7, and officers handcuffed both sisters and placed them in the backs of separate police vehicles before discovering the error; the older sister had asked an officer to call their mother, who lived nearby, to collect the girl. The suits sought damages for anxiety, fear, worry and restriction of movement. Business Insider, which reviewed the body-camera footage and incident report, reported in March 2026 that officers said the number was obscured by a license plate cover although it is visible in the footage, and that the family settled with the city in 2025.
Contextual tracker case Medium reported severity Involving minors Lawsuit Settled
AI involvement supported · Causal attribution supported · 2 sources · Added 04/10/2026
11 Apr 2024United StatesFlock Safety license plate readers
On 11 April 2024 Toledo police officers stopped a pickup truck after a Flock license-plate camera alerted them to a stolen plate. According to the police report and body-camera footage reported by 13abc and ABC News, the camera had misread the plate, which was not stolen. Officers drew their guns, ordered the driver out and to the ground, and a K-9 handler released a police dog as he began to kneel. The driver told ABC News he was bitten seven times on his forearm and elbow, was traumatized and could not work; he was arrested and charged with obstruction, resisting arrest and, later, failure to comply. Prosecutors dropped all charges in August 2024. The department found the dog deployment within policy and reprimanded the officer who made the stop for failing to visually verify the plate against the reader's information. Business Insider reported in March 2026 that police records show the camera read a 7 on the plate as a 2, that the man lost feeling in his fingers, gave up his lawn-care business and forklift work, sold his truck and was evicted, and that he had sued the officer and the city and settled in October for $35,000.
Contextual tracker case High reported severity Lawsuit Settled
AI involvement supported · Causal attribution supported · 5 sources, 3 underlying accounts · Added 04/10/2026
17 Sept 2023United StatesUnidentified facial recognition system
Jason Killinger, a UPS truck driver, alleges in a federal civil-rights complaint filed in July 2025 that on 17 September 2023 the Peppermill Casino in Reno reported to police that its AI facial recognition software had identified him as a man barred from the casino months earlier. According to the complaint, casino security handcuffed him, and the responding Reno police officer, told the system had found a 100 percent match, did not examine his other identification and took him to jail as an unidentified person, where fingerprints confirmed who he was. The complaint says he was handcuffed for about four hours, starting in the casino security office, spent about eleven hours in police and jail custody, and was treated the next day for bruised wrists. According to the complaint, he was then charged with trespassing, and a prosecutor dismissed the charge without prejudice at the bench trial. Casino.org reports that he settled a suit against the casino. In March 2026 the court let him add the City of Reno and a municipal liability claim over facial recognition policies, but refused a new wrongful arrest claim against the officer on qualified immunity grounds. In September 2026 the ACLU, the ACLU of Nevada and the Innocence Project filed a proposed amicus brief supporting him. His September 2026 motion for partial summary judgment says a Reno police detective later concluded that the match was wrong and that he and the barred man were different people, and it cites a declaration by a former casino security officer, who worked there from about October 2024, that the system often alerted at 100 percent on the wrong people; in a declaration reported by Casino.org, the officer said he had never known the system to misidentify anyone. The case is ongoing.
Contextual tracker case Medium reported severity Lawsuit Ongoing
AI involvement reported · Causal attribution alleged · 9 sources, 3 underlying accounts · Added 04/10/2026