9 Jan 2026United StatesUnidentified facial recognition system
In findings of fact filed on 9 March 2026 in Hussen v. Noem, a proposed class action over immigration stops during Operation Metro Surge, Judge Eric C. Tostrud of the U.S. District Court in Minnesota found that a U.S. citizen working at a house in Brooklyn Center on 9 January 2026 was stopped and detained based solely on his race or ethnicity. Two agents with 'border patrol' on their vests asked where he was born, said his REAL ID papers were fake and his driver's licence proved nothing, and handcuffed him. According to the findings, one agent conducted a facial recognition scan and told him he was born in Mexico City; in his sworn declaration the man says the agent also told him he was not a U.S. citizen and was under arrest. After about thirty minutes of driving, a different agent used a facial recognition scan that determined he was a citizen, and he was released. The government's declarations did not dispute his account. The judge denied a preliminary injunction for lack of a certainly impending future injury, and the plaintiffs later dismissed the suit. No source read names the facial recognition application. A complaint filed on 1 October 2026 over the killing of Renee Good restates the episode.
Contextual tracker case Medium reported severity Lawsuit Dismissed
AI involvement reported · Causal attribution unclear · 4 sources, 2 underlying accounts · Added 02/10/2026
20 May 2026United StatesMeta internal AI systems (reported)
On 20 May 2026 Meta began notifying about 8,000 employees (roughly 10 percent of its workforce) that they had been selected for layoff. On 13 July 2026 twenty-six anonymous employees who had taken or requested medical, pregnancy, parental or family leave, or a disability accommodation, sued Meta in the US District Court for the Northern District of California. The complaint alleges, on information and belief, that Meta used internal AI-assisted systems (including the Metamate assistant, keystroke and activity monitoring, AI-token-usage dashboards and algorithmic performance ranking) to score, rank and select employees, and that these inputs could not accumulate during protected leave, so plaintiffs on leave were disproportionately selected. Meta says workforce decisions were made by people, not AI, and that no selection decision was made by AI. On 17 July 2026 the court denied a temporary restraining order, recording that the parties dispute whether Meta used AI in the terminations and finding serious questions on the merits but no shown likelihood of success. One plaintiff was voluntarily dismissed on 3 August 2026. The preliminary injunction motion was argued on 24 August 2026 and taken under submission. The plaintiffs are pursuing their merits claims in arbitration and the allegations are unproven.
Contextual tracker case Medium reported severity
AI involvement disputed · Causal attribution disputed · 10 sources, 5 underlying accounts · Added 29/09/2026
1 Mar 2026IndiaAI roommate kitchen monitor (reported)
On 1 March 2026 a Bengaluru-based technology professional posted on X that he had deployed a home "AI roommate" (a kitchen camera with an AI vision model, which he said was Claude Haiku 4.5) that monitored his cook while she cooked, alerted him when she took anything and sent weekly reports. The post said the system "caught her red handed", that he "caught her twice this week" and that he had "just fired" her. Screenshots quoted by Hindustan Times show the bot listing apples and a banana as gone, reporting the cook eating blueberries, and giving hand-washing and cleaning observations. All coverage derives from the employer's post: the post carries no video, the cook's account is not reported and the alleged taking is unverified.
Contextual tracker case Medium reported severity
AI involvement reported · Causal attribution alleged · 4 sources, 1 underlying account · Added 29/09/2026
Apr 2025United StatesUnidentified facial recognition system
Reporting from August 2025 says an NYPD facial recognition search of images from a February 2025 indecent exposure in Manhattan's Union Square produced a possible match to a man who did not fit the described suspect. The man was placed in a photo lineup, arrested in April 2025 and jailed for two days. Prosecutors dismissed the case in July 2025 after his public defenders showed he was misidentified. The man says the process of becoming a correctional officer 'kind of' froze after the arrest. The NYPD says it never arrests solely on a facial recognition match.
Contextual tracker case Medium reported severity
AI involvement reported · Causal attribution alleged · 3 sources · Added 29/09/2026
23 Jun 2021United StatesUnidentified facial recognition system
According to police and bank records reviewed by the Washington Post, in December 2019 a woman made fraudulent withdrawals at a SunTrust branch in Potomac, Maryland; branches in two other Maryland counties were also defrauded. A bank investigator posted the surveillance photos on CrimeDex, an online network of police and corporate investigators; an unknown respondent ran the image through facial-recognition software and returned Kimberlee Williams's name and photo, and the investigator told Montgomery County police that facial-recognition software had identified her. Police in Montgomery, Prince George's and Anne Arundel counties charged her in 2020 on the investigator's identification and their own visual comparison of photos (two departments also cited her old Oklahoma check-fraud convictions), without reported checks of her whereabouts; Montgomery County police did not disclose the facial-recognition search in the charging application, according to police records reviewed by the Washington Post and the ACLU. On 23 June 2021 she was arrested at the gate of Fort Sill near Lawton, Oklahoma, while accompanying her daughter on a DoorDash delivery, spent about three weeks in an Oklahoma jail, was flown to Maryland, and faced 16 charges including 12 felonies. The counties dismissed the charges one after another, in October and December 2021, after about six months in jail. Her daughter says she was depressed afterwards; the ACLU says the ordeal harmed her mental and physical health. On 14 April 2026 the ACLU and ACLU of Maryland sent complaint letters to the three departments seeking an apology and reforms.
Contextual tracker case High reported severity Media Coverage
AI involvement reported · Causal attribution alleged · 4 sources, 3 underlying accounts · Added 27/09/2026
14 Aug 2021 to 14 Mar 2024United StatesSt. Louis mugshot recognition (SMRT)
Christopher Gatlin was arrested on 14 August 2021 for an assault at the St. Charles Rock Road MetroLink station after a joint St. Louis County and city team uploaded a grainy, blurry surveillance photograph from a bus into the St. Louis Mugshot Recognition Technology System, a facial-recognition tool that searches stored mug shots (more than 500,000 uploaded, the suit says per the Post-Dispatch; more than 250,000 per Biometric Update via Hoodline), and built the investigation around the resulting match together with a witness identification; he was charged with first-degree assault and held roughly 17 months (the Post-Dispatch says almost two years), a county judge suppressed the witness identification as unconstitutionally suggestive, and prosecutors dismissed the charges on 14 March 2024 (Post-Dispatch; Hoodline citing Biometric Update; Bloomberg Law). Gatlin sued St. Louis County, the City of St. Louis and named officers in the US District Court for the Eastern District of Missouri on 13 January 2025; on 15 October 2025 the court denied the city's motion to dismiss and granted a detective's motion only as to one count; on 13 August 2026 the court allowed a second amended complaint adding Amazon Web Services, which the complaint says supplied the Rekognition program the system used; the county, city and officers answered on 27 August 2026, AWS's response was extended to 21 September 2026 and on 17 September it moved for a further extension to 28 September (no ruling on the docket when read), and a jury trial is set for 1 November 2027 (CourtListener docket). Amazon told the Post-Dispatch that its terms of service prohibit the use of its facial recognition technology in criminal investigations and that it would fully investigate any information that emerges in the litigation. The ACLU lists Gatlin among fourteen people known to have been wrongfully arrested in the US because police relied on erroneous facial-recognition results.
Contextual tracker case High reported severity Lawsuit Ongoing
AI involvement reported · Causal attribution alleged · 5 sources · Added 26/09/2026
14 Jul 2025 to 24 Dec 2025United StatesClearview AI facial recognition (reported)
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 High reported severity Lawsuit Filed
AI involvement supported · Causal attribution supported · 5 sources, 3 underlying accounts · Added 15/09/2026
1 Oct 2024 to 1 Aug 2025United StatesUnidentified facial recognition system
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 High reported severity Lawsuit Filed
AI involvement supported · Causal attribution supported · 2 sources · Added 15/09/2026
24 May 2025 to 27 Jun 2025Event location unknownGoogle AI Overviews
An author and television producer, the subject of the Apple TV series 'Black Bird', sued Google, alleging that AI Overviews shown for searches about him in May and June 2025 falsely said he was serving a life sentence without parole, in one version for the murders of three women. He says he notified Google three times and received apologies attributing the statements to its AI, yet similar statements kept appearing. On 14 September 2026 the Northern District of Illinois denied Google's motion to dismiss as to two of the four challenged Overviews and dismissed the other two without prejudice. This was a ruling on the pleadings, not a finding that the allegations were proven.
Contextual tracker case Medium reported severity Lawsuit Ongoing
AI involvement supported · Causal attribution alleged · 4 sources, 1 underlying account · Added 15/09/2026