Oct 2023NetherlandsMONOcam (reported)
Dutch police use mobile smart cameras that apply artificial intelligence to photos of passing drivers to detect whether they are holding a mobile phone; a police officer then reviews each flagged photo before a fine is issued. A driver says that in October 2023, on the A2 motorway near Weert, such a camera photographed him with his right hand at his head and that he received a fine of 380 euros plus 9 euros in administration costs for holding a mobile device while driving. He says the flash photo, which he requested from the Central Judicial Collection Agency (CJIB), shows his empty hand near his face: he was scratching his head, his lease car allows hands-free calling, and he is left-handed. In a February 2024 blog post he writes that the camera was a MONOcam, that its algorithm judged that he was holding a device and that the reviewing police employee accepted that judgement, so that both the algorithm and a person erred; RTL Nieuws reported that the photo was probably taken by a MONOcam. Omroep Brabant described the fine as a mistake by the AI camera. The driver said the reviewing officer was probably biased by the algorithm's output and that a dark shadow in his hand could mislead a quick look. He lodged an objection with the Public Prosecution Service; it had not been decided when the reports appeared in February 2024, and a CJIB spokesperson, who would not comment on individual cases, suggested to RTL that he was unlikely to have to pay. No later outcome has been reported. He also told Omroep Brabant that he considers the cameras valuable for road safety, provided doubtful cases are not fined.
Contextual tracker case Low reported severity Media Coverage
AI involvement reported · Causal attribution alleged · 3 sources · Added 01/11/2026
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
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