4 Oct 2025 to 22 May 2026United StatesFlock Safety automated license plate reader (camera near the Seminole and Volusia county line on Interstate 4)
After a crash on Interstate 4 near DeBary, Florida, on 4 October 2025 killed three people, a Flock Safety automated license-plate reader recorded Lindsey Isaacs's black Dodge Durango about three miles west of the scene two minutes before the collision. Although a 911 caller had described a maroon Durango with a partial plate that did not match, and a Florida Highway Patrol inspection found no crash damage on her SUV, she was arrested on 17 April 2026 on eight felony counts including three of vehicular homicide, spent 13 days in jail (the first several in solitary) and two weeks on bond, and her SUV was impounded for months. On 22 May 2026 the State Attorney's Office declined to prosecute all eight charges and troopers arrested another woman said to have been driving a maroon Durango. Isaacs has filed a federal civil-rights suit against two troopers; Flock Safety says its cameras provide leads, not identifications, and that its data was exculpatory. Florida's attorney general called it 'not a good case'.
Contextual tracker case News reportLocal tv news AI involvement: supported Causal attribution: disputed High reported severity Lawsuit Filed
Added 16/09/2026
14 Jul 2025 to 24 Dec 2025United StatesClearview AI facial recognition (per Snopes' account of the West Fargo PD investigation); described by Fargo's chief as 'an AI function through the North Dakota State Intelligence Center'
On 14 July 2025, U.S. Marshals arrested Angela Lipps, a 50-year-old Tennessee grandmother, at gunpoint at her home while she was babysitting four children, on a nationwide-extradition North Dakota warrant: West Fargo police's AI facial-recognition technology had tied her to bank-fraud surveillance of a woman using a fake U.S. Army military ID to withdraw tens of thousands of dollars. She fought extradition for about three months in a Tennessee jail, was booked into Cass County, North Dakota on 30 October 2025 on four counts of unauthorized use of personal identifying information and four counts of theft, and was released on 24 December after her bank records showed her more than 1,200 miles away in Tennessee; charges were dismissed without prejudice. Fargo's police chief acknowledged 'incorrect assumptions' linked to the AI identification; an email obtained by KVLY shows six Fargo detectives were notified of her arrest in July, nearly five months before the department says it knew she was in custody. She lost her home, her car and her dog; her attorneys are pursuing potential civil-rights claims, with no lawsuit filed as of 31 March 2026. On 15 September 2026 she filed a $10 million federal civil-rights suit in the District of North Dakota against the City of Fargo and the detective, alleging he relied on a flawed facial-recognition match and ignored exculpatory evidence.
Contextual tracker case News reportLocal tv newsFact check AI involvement: supported Causal attribution: supported High reported severity Lawsuit Filed
Added 15/09/2026
1 Aug 2024 to 1 Oct 2024United StatesFACES (Face Analysis Comparison and Examination System), Pinellas County Sheriff's Office
In August 2024, Robert Dillon, a 52-year-old self-employed commercial crabber from the Fort Myers area, was arrested at his San Carlos Park home on a third-degree felony warrant for the attempted luring of a child at a Jacksonville Beach McDonald's in November 2023 — a crime he had no part in. The warrant rested on a 93%-confidence result from FACES, the Face Analysis Comparison and Examination System maintained by the Pinellas County Sheriff's Office, run against low-resolution cell-phone photos of a surveillance screen, plus a restaurant employee's photo-lineup identification. Dillon spent a night in jail and bonded out against his truck's title; prosecutors dropped the charges in October 2024 after work-alibi evidence, but it took about a year to expunge the arrest and remove his mugshot. In June 2026 the ACLU filed a federal lawsuit (M.D. Fla.) against Jacksonville Beach, the Jacksonville sheriff and the Pinellas County Sheriff's Office, calling Dillon one of at least 14 known wrongful arrests from police reliance on facial recognition since 2019.
Contextual tracker case News report AI involvement: supported Causal attribution: supported Medium reported severity Lawsuit Filed
Added 15/09/2026
1 Oct 2024 to 1 Aug 2025United StatesFacial recognition systems operated by the Arizona Department of Public Safety and the FBI
Javier Lorenzano Nunez was arrested in October 2024 for the 1998 murder of Sarah Carr after investigators ran the old suspect's MVD photo through facial recognition databases, got 250 possible matches and zeroed in on him — with Phoenix police publicizing the arrest in a press release and a special video. Charges were dismissed without prejudice in August 2025 after forensic evidence, including DNA and fingerprints, excluded him. His lawsuit alleges Phoenix police knew from a 2017 fingerprint analysis that his prints did not match, and ignored a 2007 Puerto Rico lead on the original suspect with the same name, date of birth and social security number. He spent nearly a year in jail. The federal suit against the Phoenix Police Department and the Maricopa County Attorney's Office alleges gross negligence, false arrest, false imprisonment and defamation.
Contextual tracker case News report court recordsLocal tv news AI involvement: supported Causal attribution: supported High reported severity Lawsuit Filed
Added 15/09/2026
2 Jun 2026 to 4 Jun 2026United KingdomGrok (and other AI platforms, unnamed)
In early June 2026, social media posts and the AI chatbot Grok falsely identified former Hampshire police constable Christi Hill as one of the 'primary officers shown' in bodycam footage of the December 2025 arrest of Henry Nowak, who died after being stabbed. Hill had left the force in April 2024 — more than a year before the murder — and says the misidentification stems from a national police bravery award photo being misattributed. After 'endless threats' and 'threats of violence' she is hiding in a safe house. BBC Verify separately obtained evidence that serving officer Tristan Parsons, also wrongly accused online, was not in the country at the time; the Home Secretary said a misidentified male officer had to move out of his home. Hampshire Constabulary confirmed an unrelated officer was misidentified and received death threats.
Contextual tracker case News report AI involvement: supported Causal attribution: supported High reported severity Media Coverage
Added 15/09/2026
29 Jan 2025United StatesSnapchat automated content-flagging system
On 29 January 2025, a 22-year-old student teacher at a District 50 elementary school in Washington, Illinois, vented in a private Snapchat group chat with her boyfriend and two roommates after a third-grade student turned off her computer mid lesson-plan, asking whether she should 'shoot the child or just the whole school' (per sheriff's reports). Snapchat's systems flagged the message and warned the FBI, which notified the Tazewell County Sheriff's Office at 1:06 p.m. Deputies interviewed her at the school, confirmed she sent it as a joke, searched her phone and belongings with her consent and found no weapons, and arrested her on a disorderly conduct charge; they concluded she had spoken out of 'exasperation' with no intent to harm and no threat to the school. The district told parents she would not return to complete her educational assignment.
Contextual tracker case News report foia recordsNews reportLocal tv newsContent farm rehash AI involvement: supported Causal attribution: supported Medium reported severity Criminal Charges
Added 15/09/2026