{"meta":{"exportedAt":"2026-10-09T06:48:26.637Z","formatVersion":2,"selection":{"q":"legal","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"","response":"lawsuit","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":8,"coverage":{"cases":8,"countries":1,"languages":1,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":8,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":8,"mixedRelations":0,"unknownRelations":0,"relationPending":0,"relationUnknown":0},"countingNote":"Distinct public cases in this selection. People counts apply within individual cases only; cross-case person overlap has not been resolved. No population incidence estimate.","affectedCountNote":"Interpret person counts with affectedCountStatus and the reported effects. Unquantified zeros are placeholders, not a measured zero.","source":"AI incidents","publisher":"NOPE","url":"https://nope.net/incidents","license":"CC BY 4.0"},"incidents":[{"id":"2024-toledo-ohio-flock-alpr-misread-plate-gunpoint-stop-police-dog-bite-charges-dropped","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'TPD was alerted to a stolen license plate by a FLOCK camera. It turns out, that information was wrong.'; 'With guns drawn, officers tell the driver multiple times to get out of the truck.'; 'was then arrested and charged with resisting arrest and obstruction.'","relation":"supports","source_id":"s1"},{"locator":"'begins to kneel, an officer releases the K-9 on him, the footage shows.'; 'a traffic stop involving a K-9 on April 11, 2024.'","relation":"supports","source_id":"s2"}],"assertion":"On 11 April 2024 a Toledo police officer, alerted by a Flock camera to a stolen plate, stopped the man's pickup; officers drew their guns and ordered him out, a K-9 handler released a police dog on him, and he was arrested and charged with resisting arrest and obstruction.","causal_attribution":"Police report and released body-camera footage as reported by 13abc and ABC News; both outlets rely on the same department records."},{"id":"c2","status":"reported","evidence":[{"locator":"'The FLOCK camera captured an image that came back to a Chevy Malibu but is pictured on the back of a late model red Dodge Ram pickup truck.'; 'So it was a misread. But I stopped it.'","relation":"supports","source_id":"s1"},{"locator":"'was a \"mishit\" or \"misread\" by the license plate reader'","relation":"supports","source_id":"s2"},{"locator":"'A camera made by the technology startup Flock Safety misread the \"7\" on'","relation":"supports","source_id":"s5"}],"assertion":"The camera had misread the plate: the plate on the pickup was not the stolen plate, and the officer can be heard on body-camera audio calling it a misread.","causal_attribution":"Police records and body-camera audio as reported; Business Insider specifies the misread digit from police records."},{"id":"c3","status":"reported","evidence":[{"locator":"'will receive a departmental reprimand for failing to visually verify the license plate with the information received from the license plate reader.'; 'determined officers who released a K-9 on a man during a traffic stop acted within TPD policy.'","relation":"supports","source_id":"s3"}],"assertion":"The Toledo police chief found the dog deployment within policy and said the officer who made the stop would be reprimanded for failing to visually verify the plate with the information from the license-plate reader.","causal_attribution":"Police chief's statement as quoted by 13abc."},{"id":"c4","status":"reported","evidence":[{"locator":"'he was bitten seven times on his forearm and elbow by the K-9 after being pulled over on April 11 and has been unable to work since.'; 'traumatized for real'","relation":"supports","source_id":"s2"}],"assertion":"The man told ABC News that the dog bit him seven times on his forearm and elbow, that he had been unable to work since, and that he was traumatized.","causal_attribution":"His own account to ABC News."},{"id":"c5","status":"reported","evidence":[{"locator":"'The bite caused serious injuries to his arm, and he lost feeling in his fingers, he said.'; 'He sold his truck to keep up with his rent'; 'He was eventually evicted'","relation":"supports","source_id":"s5"}],"assertion":"Business Insider reports that the bite caused serious arm injuries and loss of feeling in his fingers, that he quit his lawn-care business and forklift job, sold his truck and was evicted.","causal_attribution":"His own account to Business Insider."},{"id":"c6","status":"reported","evidence":[{"locator":"'prosecutors dropped the all the charges, including the later addition of Failure to Comply.'; 'The information from the camera turned out to be wrong and the license plate was not stolen.'","relation":"supports","source_id":"s4"}],"assertion":"Prosecutors dropped all charges against him, including a later failure-to-comply charge, on 19 August 2024.","causal_attribution":"His attorneys as reported by 13abc."},{"id":"c7","status":"reported","evidence":[{"locator":"'it is commonly known throughout the Toledo Police Department that the Flock system is unreliable and often misreads license plates.'; 'He settled the case in October for $35,000.'","relation":"supports","source_id":"s5"}],"assertion":"He sued the officer and the city, alleging that the Flock system was known in the department to be unreliable, and settled the case for $35,000.","causal_attribution":"Lawsuit allegation and settlement as reported by Business Insider; the complaint and settlement record were not read."}],"effects":[{"label":"held at gunpoint, bitten by a police dog and arrested after a misread license-plate-camera alert flagged his plate as stolen","claim_id":"c1","direction":"negative"},{"label":"says he was traumatized and unable to work after the bites","claim_id":"c4","direction":"negative"},{"label":"reported lasting arm injury and loss of his business, truck and home","claim_id":"c5","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.13abc.com/2024/04/15/body-cam-tpd-officers-releasing-k-9-man-during-traffic-stop/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 15 April 2024). Reports the police report and released body-camera footage.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s2","url":"https://abcnews.com/US/man-speaks-after-police-release-9-traffic-stop/story?id=109463145","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (ABC News, 20 April 2024). Interview with the driver plus its own review of the police body-camera footage.","independence_group":"abc-news-interview"},{"id":"s3","url":"https://www.13abc.com/2024/05/31/tpd-investigation-finds-no-wrongdoing-use-k-9-man-during-traffic-stop/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 31 May 2024). Quotes the Toledo police chief's statement on the internal review.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s4","url":"https://www.13abc.com/2024/08/19/charges-dropped-against-man-toledo-police-released-k-9-during-traffic-stop-lawyer-says/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 19 August 2024). Reports the dismissal from the man's attorneys.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s5","url":"https://www.businessinsider.com/flock-safety-alpr-cameras-misreads-2026-3","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (Business Insider, 9 March 2026); the page is marked subscriber-only but the full article text was present in the served page and its JSON-LD articleBody. Draws on police records, the lawsuit and an interview.","independence_group":"business-insider-records-review"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The lawsuit's court and case number; the complaint and settlement record were not read.","Whether the misread came from plate condition, a plate cover or the camera itself; no source gives a cause.","How long he was held in the county jail beyond Business Insider's statement that it was hours."],"geography":{"basis":"The stop took place in Toledo, Ohio, and the man is described as of Toledo (13abc, ABC News); the charges were brought and dropped by local prosecutors and his lawsuit was settled before a federal judge (13abc; Business Insider).","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional-use case consistent with the held Flock misread rows: the police report, body-camera audio and the police chief's statement (13abc) establish that a Flock license-plate-reader alert misread the plate and prompted the stop; the man's own accounts to ABC News and Business Insider describe the injuries and losses. He is not named here.","reviewed_on":"2026-10-04"},"ai_involvement":{"basis":"The police report (as reported by 13abc) says officers were alerted to a stolen license plate by a Flock camera and that the information was wrong; on the body-camera audio the officer calls it a misread; the police chief reprimanded the officer for failing to visually verify the plate with the information received from the license-plate reader. Business Insider, citing police records, reports the camera misread a 7 as a 2 and describes the cameras as Flock's AI cameras. The plate match against a stolen-plate record is the automated system's claim about his truck; drawing guns, releasing the dog and the arrest were officers' decisions.","status":"supported"},"person_relations":["made_claim_about"]},"name":"Toledo, Ohio: police stopped a man's pickup at gunpoint in April 2024 after a Flock license-plate camera misread his plate as stolen, released a police dog that bit him, and charged him; prosecutors dropped the charges and he later settled a lawsuit for $35,000","summary":"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.","incidentDate":"2024-04-11","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2024-04-15","aiSystem":"Flock Safety automated license-plate-reader camera (described by Business Insider as one of Flock's AI cameras) that read the pickup's plate, matched the misread plate to a stolen-plate record and alerted a Toledo police officer","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["physical_injury","loss_of_liberty","psychological_distress","financial_loss","legal_harm"],"harmOutcomeSummary":"The driver was held at gunpoint, bitten repeatedly by a police dog, arrested and jailed for hours and charged; he says he was traumatized and could not work, and Business Insider reports lasting arm injuries, the loss of his business and truck, and eviction (his accounts to ABC News and Business Insider). The charges were dropped.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the driver, held at gunpoint, bitten and arrested (13abc, ABC News, Business Insider). His cousin was a passenger; no source reports harm to the cousin. Exact 1.","victimAgeRange":"adult","jurisdiction":"US-OH","platformType":"other","outcomeType":"lawsuit_settled","outcomeStatus":"resolved","primarySourceUrl":"https://www.13abc.com/2024/04/15/body-cam-tpd-officers-releasing-k-9-man-during-traffic-stop/","primarySourceLabel":"13abc (WTVG), 15 April 2024: Body cam of TPD officers releasing K-9 on man during traffic stop","firstPublishedAt":"2026-10-04T03:31:44.811835+00:00","updatedAt":"2026-10-04T03:31:44.811835+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","misread","wrongful-stop","gunpoint","police-dog","ohio","toledo","justice","made-claim-about","settlement"]},{"id":"2023-reno-peppermill-casino-facial-recognition-misidentification-arrest-killinger-lawsuit","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"Complaint, introduction paras 1-3: 'reported that their A.I. facial recognition software positively identified the man as M.E., a man they'; 'The Peppermill’s A.I. software was wrong. It mistakenly identified Plaintiff Jason'; 'gaming at the casino, of being M.E. They handcuffed him, took him to their security office, and'; 'On September 17, 2023, the Peppermill Casino in Reno telephoned the Reno Police'; 'had barred from the casino months earlier for sleeping on the premises.'","relation":"supports","source_id":"s1"},{"locator":"Order, Relevant Background (recounting the complaint): 'security. (Id. at 7-8.) Peppermill’s facial recognition software (“FRS”) identified Plaintiff as'; 'Peppermill’s security handcuffed Plaintiff and placed him in a citizen’s arrest.'; 'In the early morning, Plaintiff was stopped by Peppermill'","relation":"supports","source_id":"s2"},{"locator":"'misidentified by the venue’s AI facial recognition technology as a local reprobate, according to court filings.'","relation":"supports","source_id":"s3"},{"locator":"'Mr. Killinger was arrested because the casino’s facial recognition security camera system alerted to Mr. Killinger being a possible match for another individual who had been banned from the premises.'","relation":"supports","source_id":"s6"}],"assertion":"According to Jason Killinger's federal complaint, in the early hours of 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; the complaint says the identification was wrong and that casino security handcuffed him and held him in its security office.","causal_attribution":"The plaintiff's allegation, relayed by the court in its background recital and by news coverage of the filings. The casino's system is not named in any inspected source."},{"id":"c2","status":"reported","evidence":[{"locator":"Complaint para 5 and para 12: 'recognition software had provided a 100 percent match confirming that KILLINGER was M.E.'; 'fingerprint analysis conclusively established that he was KILLINGER, not M.E. or anyone else.'","relation":"supports","source_id":"s1"},{"locator":"Order, Relevant Background: 'Plaintiff’s driver’s license and Peppermill’s FRS results confirming a 100% match with the'; 'Defendant did not review any additional documentation before handcuffing'; 'At WCDF, Plaintiff’s identity was positively confirmed.'; 'for biometric intake to confirm his identity.'","relation":"supports","source_id":"s2"},{"locator":"'According to court filings, police detained Killinger for identification after receiving the facial recognition alert. Fingerprints later confirmed he was not the person flagged by the system, and he was released.'","relation":"supports","source_id":"s5"}],"assertion":"The complaint alleges that the responding Reno police officer was told the software had produced a 100 percent match, did not examine the other identification Killinger had on him and in his car, and arrested him and took him to the Washoe County jail to establish his identity, where a fingerprint check confirmed who he was.","causal_attribution":"The plaintiff's allegation. The court's March 2026 order recites these facts from the complaint and makes no finding on them; the arrest decision was the officer's."},{"id":"c3","status":"reported","evidence":[{"locator":"Complaint paras 65-73: 'KILLINGER was in handcuffs approximately four hours'; 'in custody at the jail for an additional nine and one-half hours for a total'; 'contusions (bruising) on both wrists.'; 'This does not include the time he was held by the Peppermill before Jager’s arrival.'","relation":"supports","source_id":"s1"},{"locator":"'The truck driver was detained for 11 hours, according to a wrongful arrest lawsuit filed in the US District Court for the District of Nevada.'; 'For four of those hours, he was handcuffed, resulting in bruises and shoulder pain, per the suit.'","relation":"supports","source_id":"s3"}],"assertion":"The complaint states that Killinger was in police and jail custody for about eleven hours, not counting the time casino security held him, was handcuffed for about four hours and was treated at an urgent-care clinic the next day for bruising to both wrists.","causal_attribution":"The plaintiff's allegation."},{"id":"c4","status":"reported","evidence":[{"locator":"Order, Relevant Background (recounting the complaint): 'At the bench trial, a Reno prosecutor dismissed'; 'the charges against Plaintiff but without prejudice to re-charge Plaintiff within the year.'; 'The next day, Plaintiff'; 'was charged with trespassing.'","relation":"supports","source_id":"s2"},{"locator":"Complaint para 19: 'Even though the charge was eventually dismissed, he'; 'now has a criminal record.'; 'He had never been accused of a crime, arrested, or taken to jail.'","relation":"supports","source_id":"s1"}],"assertion":"Killinger was charged with trespassing the day after his release; at the bench trial a Reno prosecutor dismissed the charge without prejudice, and the complaint says the arrest left him, a man with no previous arrests, with a criminal record.","causal_attribution":"The plaintiff's allegation, recited by the court without a finding."},{"id":"c5","status":"reported","evidence":[{"locator":"'The plaintiff has already sued the Peppermill Casino in a case that was settled for an undisclosed amount.'","relation":"supports","source_id":"s3"}],"assertion":"Casino.org reports that Killinger had sued the Peppermill Casino and that the case was settled for an undisclosed amount.","causal_attribution":"Casino.org's report; the settlement terms and any filing against the casino were not inspected."},{"id":"c6","status":"documented","evidence":[{"locator":"Order, Conclusion and Part IV: 'liability claim and denied in part as to Plaintiff’s proposed wrongful arrest claim. Plaintiff'; 'incident and a new claim of municipal liability for policies regarding FRS and handcuffing.'; 'Plaintiff concedes there are no cases in the Ninth Circuit clearly'; 'Since Plaintiff previously conceded that no relevant precedent exists'; 'and fails to respond or rebut his own conclusion with any case law'","relation":"supports","source_id":"s2"},{"locator":"'In a new filing, a district court has granted his request to add the City of Reno as a new defendant in the case, as well as a new municipal liability claim against the city.'","relation":"supports","source_id":"s4"}],"assertion":"In an order of 27 March 2026 the court allowed Killinger to add the City of Reno as a defendant with a municipal liability claim concerning policies on facial recognition software and handcuffing, and refused to let him add a wrongful arrest claim against the officer, holding it futile under qualified immunity because he had earlier conceded that no Ninth Circuit case clearly established that arrests based solely on facial recognition were unlawful and cited no case law in reply.","causal_attribution":"Procedural rulings documented by the order; no finding on the merits."},{"id":"c7","status":"reported","evidence":[{"locator":"Caption page: '[Proposed] Amicus Curiae Brief of the'; 'Support of Plaintiff’s Motion for'; 'Filed 09/21/26'","relation":"supports","source_id":"s7"},{"locator":"'On September 21, 2026, the ACLU, ACLU of Nevada and the Innocence Project filed an amicus brief in the District of Nevada in support of Jason Killinger'; 'The brief asks the court to rule that police lacked probable cause to arrest Mr. Killinger based on a facial recognition technology result'; 'The brief also asks the court to rule that the City of Reno is liable for Mr. Killinger’s wrongful arrest.'; 'failing to provide training to Reno Police Department officers amounts to deliberate indifference'","relation":"supports","source_id":"s6"}],"assertion":"On 21 September 2026 the ACLU, the ACLU of Nevada and the Innocence Project filed a proposed amicus brief (ECF No. 96-1) supporting Killinger's motion for partial summary judgment, asking the court to rule that police lacked probable cause to arrest him on a facial recognition result and that the City of Reno is liable for failing to train its officers.","causal_attribution":"The filing date and the proposed status of the brief come from its caption; the description of its requests is the ACLU's own. No ruling on the motion or on leave to file the brief was found."}],"effects":[{"label":"handcuffed for about four hours and held in police and jail custody for about eleven hours after a casino's facial recognition system wrongly matched him to a barred man","claim_id":"c3","direction":"negative"},{"label":"prosecuted for trespassing until a prosecutor dismissed the charge without prejudice, leaving an arrest on his record","claim_id":"c4","direction":"negative"}],"sources":[{"id":"s1","url":"https://storage.courtlistener.com/recap/gov.uscourts.nvd.176041/gov.uscourts.nvd.176041.1.0.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"Complaint, Killinger v. Jager, No. 3:25-cv-00388 (D. Nev.), filed 30 July 2025 (ECF No. 1, 31 pages), read in full from the free RECAP copy on 2026-10-04. It sets out the plaintiff's allegations, including quotations he attributes to the officer's body-worn camera; it is not a finding.","independence_group":"killinger-plaintiff-pleadings"},{"id":"s2","url":"https://storage.courtlistener.com/recap/gov.uscourts.nvd.176041/gov.uscourts.nvd.176041.58.0.pdf","kind":"court_order","access":"read","language":"en","translation_note":"Order of 27 March 2026 (ECF No. 58, 10 pages), read in full from the free RECAP copy on 2026-10-04. Its background section states that it relies on the facts alleged in the original complaint, so its factual recital is not an independent finding; its rulings are documented by the order itself.","independence_group":"killinger-court-order-2026-03-27"},{"id":"s3","url":"https://www.casino.org/news/peppermill-renos-facial-recognition-tech-leads-to-wrongful-arrest/","kind":"news_report","access":"read","language":"en","translation_note":"Casino.org, 11 November 2025, read live on 2026-10-04. The article attributes its account to the court filings; it is a derivative of the plaintiff's pleadings for the incident facts.","independence_group":"killinger-plaintiff-pleadings"},{"id":"s4","url":"https://www.kolotv.com/2026/04/08/man-sues-city-reno-over-use-facial-recognition/","kind":"local_tv_news","access":"read","language":"en","translation_note":"KOLO (Reno), 8 April 2026, read live on 2026-10-04 (short item attributed to court documents).","independence_group":"killinger-court-order-2026-03-27"},{"id":"s5","url":"https://mynews4.com/news/local/facial-recognition-lawsuit-raises-questions-about-ai-use-in-policing-nevada-law-enforcement-police-ai-artificial-intelligence-technology-suspects-lawsuit-killinger-v-jager-city-of-reno-peppermill-resort-us-district-court-fourth-amendment","kind":"local_tv_news","access":"read","language":"en","translation_note":"News 4 (Reno, mynews4.com), 14 May 2026, read live on 2026-10-04; attributes the incident account to court filings.","independence_group":"killinger-plaintiff-pleadings"},{"id":"s7","url":"https://assets.aclu.org/live/uploads/2026/09/096-1-Proposed-Amicus-Brief.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"Proposed amicus curiae brief of the ACLU, ACLU of Nevada and Innocence Project, ECF No. 96-1 (Exhibit 1), filed 21 September 2026, 39 pages, from the ACLU's copy; read for its caption and filing details. Its arguments are the amici's, not findings.","independence_group":"aclu-amicus"},{"id":"s6","url":"https://www.aclu.org/cases/killinger-v-jager","kind":"organisation_statement","access":"read","language":"en","translation_note":"ACLU case page (last updated 23 September 2026), read live on 2026-10-04. The ACLU is an amicus supporting the plaintiff; its summary of the arrest relays the litigation record.","independence_group":"aclu-amicus"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice","privacy","everyday_life"],"unknowns":["Which facial recognition product the casino used and what match threshold it applied.","Whether the court has ruled on the pending motion for partial summary judgment on municipal liability (ECF No. 95) that the amicus brief supports.","Whether the court has granted Killinger's April 2026 motion for reconsideration (ECF No. 60) or his motion for leave to file a second amended complaint (ECF No. 63).","The terms and date of the reported settlement with the Peppermill Casino.","Whether the officer's deposition admissions, which the March 2026 order mentions without describing, and the amicus brief's statement that Peppermill's records show Reno police arrested at least 16 people on Peppermill facial recognition matches before September 2023 are borne out; neither was tested here."],"geography":{"basis":"The arrest took place at the Peppermill Casino in Reno, Nevada; the complaint states the plaintiff resides in Washoe County, Nevada, and the suit is in the US District Court for the District of Nevada.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published as a contextual case: a casino's facial recognition system made a claim about a patron's identity that, according to his federal complaint, was wrong and led to his arrest, about eleven hours in custody and a dismissed trespass prosecution. The incident facts are the plaintiff's allegations, relayed by news coverage of the filings and recited without findings in a court order; the procedural rulings are documented. The plaintiff is named because he sues in his own name; the officer appears only by surname in the case caption, and the barred man, whom the complaint identifies only by initials, is not named.","reviewed_on":"2026-10-04"},"ai_involvement":{"basis":"The complaint alleges that the Peppermill Casino's 'A.I. facial recognition software' identified Killinger as a barred man and that casino security and the responding officer relied on its reported 100 percent match; it quotes the officer on body-worn camera describing the casino's 'artificial intelligence software'. The court's March 2026 order recites the facial recognition identification from the complaint without a finding. The vendor and system are not named in any inspected source. The handcuffing, arrest and prosecution decisions were made by casino staff, the officer and prosecutors.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Reno, Nevada: a casino's facial recognition system wrongly matched a patron to a barred man in September 2023, and police arrested him and held him for about eleven hours until fingerprints confirmed his identity and he was released, his federal lawsuit alleges","summary":"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. The case is ongoing.","incidentDate":"2023-09-17","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-11-11","aiSystem":"Facial recognition software used by the Peppermill Casino's security system in Reno, which the complaint calls 'A.I. facial recognition software'; vendor not named in the inspected sources","aiProduct":"Unidentified facial recognition system","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","legal_harm","physical_injury","reputational_harm"],"harmOutcomeSummary":"According to his complaint, Killinger was handcuffed for about four hours, arrested and held in police and jail custody for about eleven hours after the casino's facial recognition system wrongly matched him to a barred man; he was bruised by the handcuffs, prosecuted for trespassing until the charge was dismissed without prejudice, and left with an arrest record.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the plaintiff, who was arrested and held according to his complaint. Reported allegations about other people arrested on casino facial recognition matches in Reno are not counted.","victimAgeRange":"adult","jurisdiction":"US-NV","platformType":"other","outcomeType":"lawsuit_ongoing","outcomeStatus":"ongoing","primarySourceUrl":"https://storage.courtlistener.com/recap/gov.uscourts.nvd.176041/gov.uscourts.nvd.176041.1.0.pdf","primarySourceLabel":"Killinger v. Jager, No. 3:25-cv-00388 (D. Nev.), complaint, 30 July 2025","firstPublishedAt":"2026-10-04T03:19:04.699044+00:00","updatedAt":"2026-10-04T03:19:04.699044+00:00","scopeVersion":"facts-v3","tags":["facial-recognition","wrongful-arrest","casino","reno","nevada","justice","made-claim-about","lawsuit"]},{"id":"2024-york-county-sc-flock-alpr-misread-plate-gunpoint-stop-melvin-lawsuit","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'was stopped by a York County sheriff’s deputy on Feb. 14, 2024, while pulling into his apartment complex near Lake Wylie.'; 'received an alert from a Flock license plate reader that a stolen, dark-colored BMW sedan was traveling in the area, according to the filing.'; 'ordering him to kneel on the ground with his hands over his head for over five minutes, the filing said.'","relation":"supports","source_id":"s1"},{"locator":"'approached Melvin with his firearm drawn and ordered him out of the car, according to the lawsuit.'; 'remained there for roughly five minutes while deputies checked his information.'","relation":"supports","source_id":"s3"},{"locator":"'ordered him out of his car at gunpoint.'","relation":"supports","source_id":"s2"}],"assertion":"According to the lawsuit, on 14 February 2024 a York County deputy who had received a Flock license-plate-reader alert for a stolen dark-coloured BMW approached Melvin's black BMW with his gun drawn as Melvin pulled into his apartment complex near Lake Wylie, and made him kneel with his hands over his head for more than five minutes until deputies established that the car was not stolen.","causal_attribution":"The plaintiff's lawsuit as reported; the Post and Courier says he was handcuffed, the Herald and Military.com describe him kneeling. The complaint itself was not read."},{"id":"c2","status":"reported","evidence":[{"locator":"'The Flock camera incorrectly identified the first letter of the license plate.'; 'tinted license plate cover was illegal, and obscured the camera, according to the filing.'; 'correctly identified Melvin’s plate 13 times that month prior to the traffic stop, according to the filing.'","relation":"supports","source_id":"s1"},{"locator":"'The stop resulted from erroneous information associated with a Flock alert,'","relation":"supports","source_id":"s2"}],"assertion":"The Flock camera misread the first letter of Melvin's South Carolina plate; the sheriff's office blamed an illegal tinted plate cover and its internal-affairs report says the stop resulted from erroneous information associated with a Flock alert, while an internal email cited in the filing says the cameras had read his plate correctly 13 times that month.","causal_attribution":"Filing and internal records as reported; the sheriff's office and the plaintiff disagree about why the plate was misread."},{"id":"c3","status":"reported","evidence":[{"locator":"'said he suffered trauma and “emotional distress” because of the traffic stop.'","relation":"supports","source_id":"s1"},{"locator":"'feared for his life and reasonably believed he could be shot.'","relation":"supports","source_id":"s3"}],"assertion":"Melvin says he suffered trauma and emotional distress and feared he could be shot.","causal_attribution":"Plaintiff's own account in the complaint."},{"id":"c4","status":"documented","evidence":[{"locator":"'NOTICE OF REMOVAL from York County Court of Common Pleas, case number 2026CP4602329.'; 'Melvin v. York County Sheriff's Office, 0:26-cv-03474'","relation":"supports","source_id":"s4"}],"assertion":"The defendants removed Melvin's suit from the York County Court of Common Pleas (case 2026CP4602329) to the US District Court for the District of South Carolina, where it is docketed as Melvin v. York County Sheriff's Office, 0:26-cv-03474.","causal_attribution":"Docket entry."},{"id":"c5","status":"reported","evidence":[{"locator":"'The York County Sheriff’s Office denies violating Melvin’s rights and has asked a federal judge to dismiss the case.'","relation":"supports","source_id":"s3"},{"locator":"'The sheriff’s office found in November 2024 that'; 'actions were “reasonable” after Melvin filed an internal affairs complaint against them.'","relation":"supports","source_id":"s1"}],"assertion":"The sheriff's office denies violating Melvin's rights and has asked the federal court to dismiss the case; a November 2024 internal-affairs review found the deputy's actions reasonable.","causal_attribution":"Defendants' position as reported; no dismissal motion appears among the docket entries read (through 8 September 2026)."}],"effects":[{"label":"held at gunpoint and made to kneel for more than five minutes after a misread license-plate-reader alert flagged his car as stolen","claim_id":"c1","direction":"negative"},{"label":"says the stop caused him trauma and emotional distress","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.heraldonline.com/news/local/crime/article316428323.html","kind":"news_report","access":"read","language":"en","translation_note":"Read on 2026-09-28 from the Internet Archive capture of 25 September 2026 (The Herald, Rock Hill, 9 July 2026); the live site timed out. Reports from the lawsuit and attached documents; includes a Flock statement.","independence_group":"melvin-lawsuit-filings"},{"id":"s2","url":"https://www.postandcourier.com/york-county/news/flock-license-plate-readers-york-county-cameras/article_21d1fac9-69b0-4706-93ab-f0e43c0ede6e.html","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-09-28 (Post and Courier, 19 August 2026). Draws on the lawsuit and quotes the internal-affairs report; does not name the plaintiff.","independence_group":"melvin-lawsuit-filings"},{"id":"s3","url":"https://www.military.com/iraq-war-veteran-says-flock-camera-error-led-to-police-gunpoint-stop","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-09-28 (Military.com, 16 September 2026). Relays the lawsuit and the Herald's reporting on the dismissal request.","independence_group":"melvin-lawsuit-filings"},{"id":"s4","url":"https://www.courtlistener.com/docket/74652791/melvin-v-york-county-sheriffs-office/","kind":"court_docket","access":"read","language":"en","translation_note":"Read live on 2026-09-28: CourtListener docket for Melvin v. York County Sheriff's Office, 0:26-cv-03474 (D.S.C.); entries through 8 September 2026. No filed documents were available to read.","independence_group":"dsc-docket-0-26-cv-03474"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["Whether Melvin was handcuffed as well as held kneeling (the Post and Courier and the Herald differ).","Whether the misread was caused by the tinted plate cover, the camera or both, and why the alert was not visually confirmed before the weapon was drawn.","The outcome of the dismissal request and of the suit."],"geography":{"basis":"The stop took place at Melvin's apartment complex near Lake Wylie, York County, South Carolina (Herald); the suit was filed in the York County Court of Common Pleas and removed to the US District Court for the District of South Carolina (docket).","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as a contextual case consistent with the existing Flock rows: an automated plate reader misread a man's plate and flagged his car as stolen, and deputies held him at gunpoint. The account rests on his lawsuit and the sheriff's own records as reported, with the federal docket confirming the case. He is named as the plaintiff in his own suit.","reviewed_on":"2026-09-28"},"ai_involvement":{"basis":"According to the filing reported by the Herald, the deputy acted on a Flock license-plate-reader alert for a stolen BMW; the camera misread the first letter of Melvin's plate, and the sheriff's internal-affairs report says the stop 'resulted from erroneous information associated with a Flock alert' (Post and Courier). The misread plate matched against a hotlist is the automated system's claim about his car. The sheriff's office attributes the misread to an illegal tinted plate cover; an internal email says the cameras had read his plate correctly 13 times that month. The decision to draw a weapon was the deputy's.","status":"reported"},"person_relations":["made_claim_about"]},"name":"York County, South Carolina: Iraq War veteran Steven Melvin says deputies held him at gunpoint and made him kneel for more than five minutes outside his Lake Wylie apartment complex in February 2024 after a Flock license-plate reader misread his plate and flagged his BMW as stolen; he sued in June 2026","summary":"According to a lawsuit filed on 29 June 2026 and reported by The Herald (Rock Hill), a York County sheriff's deputy stopped Steven Melvin, 42, on 14 February 2024 as he pulled into his apartment complex near Lake Wylie, after receiving a Flock license-plate-reader alert that a stolen dark-coloured BMW sedan was in the area. The deputy approached Melvin's black BMW with his gun drawn and aimed at him and made him kneel with his hands over his head for more than five minutes; after calling for backup and checking his information, the deputy determined the car was not stolen. The camera had read the first letter of his South Carolina tag incorrectly, matching a stolen BMW one letter off. A sheriff's internal-affairs review in November 2024 found the deputy's actions reasonable and blamed an illegally tinted plate cover, for which Melvin received a verbal warning; an email cited in the filing says the cameras had read his plate correctly 13 times that month. Melvin says the stop caused him trauma and emotional distress. The sheriff's office removed the case to federal court in August 2026 and denies violating his rights.","incidentDate":"2024-02-14","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2026-07-09","aiSystem":"Flock Safety automated license-plate reader (a camera the Herald describes as AI-enabled) that read passing plates, matched Melvin's misread plate against a stolen-vehicle hotlist record and sent an alert to the deputy","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","psychological_distress"],"harmOutcomeSummary":"Melvin says he was held at gunpoint and detained kneeling for more than five minutes after a misread Flock alert and suffered trauma and emotional distress (his complaint as reported by the Herald and Military.com); the sheriff's office disputes that the stop was unlawful.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, Steven Melvin, detained at gunpoint (lawsuit via the Herald, Military.com, Post and Courier). Exact 1.","victimAgeRange":"adult","jurisdiction":"US-SC","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://www.heraldonline.com/news/local/crime/article316428323.html","primarySourceLabel":"The Herald (Rock Hill), 9 July 2026: York man was held at gunpoint over incorrect Flock hit. Sheriff blames illegal tag cover","firstPublishedAt":"2026-09-28T03:31:25.729021+00:00","updatedAt":"2026-09-30T01:16:54.634302+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","wrongful-stop","gunpoint","south-carolina","york-county","justice","made-claim-about","lawsuit"]},{"id":"2026-st-louis-county-gatlin-facial-recognition-wrongful-arrest-lawsuit","caseFacts":{"claims":[{"id":"c1","status":"documented","evidence":[{"locator":"'Jan 13, 2025 | COMPLAINT against defendant All Defendants ... filed by Christopher Gatlin'; 'Jan 29, 2025 | AMENDED COMPLAINT against defendant Matthew Shute, St. Louis County, Surescan Technology, LLC, The City of Saint Louis, Matthew Welle, Cody Goodwin'; 'Oct 15, 2025 | MEMORANDUM AND ORDER: IT IS HEREBY ORDERED that Defendant City of St. Louis's Motion to Dismiss Count 9 (Doc. 22 ) is denied. IT IS FURTHER ORDERED that Defendant Matthew Welle's Motion to Dismiss Counts 2-5 and 10-12 (Doc. 25 ) is granted in part in that Count V is hereby dismissed, and denied in all other respects.'; 'Aug 13, 2026 | SECOND AMENDED COMPLAINT against defendant All Defendants'; 'Aug 25, 2026 | SUMMONS Returned Executed filed by Christopher Gatlin. Amazon Web Services, Inc. served on 8/18/2026'; 'Aug 27, 2026 | ANSWER to 105 Amended Complaint'; 'Sep 8, 2026 | ORDER granting 115 Defendant's Consent Motion for Extension of Time to Answer ... due no later than September 21'; 'Sep 17, 2026 | MOTION for Extension of Time to File Answer or Otherwise Plead ;Proposed extension date September 28, 2026 by Defendant Amazon Web Services'; 'Aug 31, 2026 | ADR COMPLIANCE REPORT ... The parties did not achieve a settlement.'; 'Jul 23, 2026 | AMENDED CASE MANAGEMENT ORDER ... Jury Trial set for 11/1/2027 09:00 AM ... Pretrial Conference set for 10/27/2027'","relation":"supports","source_id":"s1"},{"locator":"'Christopher Gatlin alleged Thursday in an amended complaint that his arrest and indictment were the product of shoddy police work, poor training, police misconduct, and the use of a defective facial recognition program developed by Amazon for law enforcement use, known as the Rekognition program.'; 'Gatlin originally filed the lawsuit in January 2025, but amended the complaint to name Amazon as a defendant'","relation":"supports","source_id":"s2"},{"locator":"'Amazon has until Sept. 28 to file a response to the suit's allegations.'; 'Gatlin sued in January of this year. His suit lists 14 counts against the various defendants'","relation":"supports","source_id":"s5"}],"assertion":"Gatlin filed a civil-rights suit in the US District Court for the Eastern District of Missouri on 13 January 2025 against St. Louis County, the City of St. Louis and named officers (an amended complaint of 29 January 2025 also named Surescan Technology, LLC, dismissed on 8 May 2025); on 15 October 2025 the court denied the City's motion to dismiss and granted Welle's motion only as to Count V; on 13 August 2026 the court granted leave for a second amended complaint adding Amazon Web Services, which was served on 18 August 2026; the county, its officers, the city and Welle answered on 27 August 2026; AWS's response deadline was extended to 21 September 2026 and AWS moved on 17 September for a further extension to 28 September (no ruling on the docket when read); a July 2026 mediation did not settle; a pretrial conference is set for 27 October 2027 and a jury trial for 1 November 2027.","causal_attribution":"Court docket entries; the Surescan dismissal is docket entry 31 (8 May 2025); the 28 September date is AWS's requested extension (motion of 17 September, unruled when read) and the Post-Dispatch's report; the trial date is from the amended case management order of 23 July 2026 (the earlier 23 August 2027 date in the 5 May 2026 order was superseded)."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'Eight months later, in August 2021, Shute and one of the other officers, St. Louis Officer Matthew Welle, revisited the case and uploaded a \"grainy surveillance photo\" from the bus into SMRT.'; 'The program spit out a list of names. On that list: Gatlin.'; 'Gatlin was charged with first-degree assault and held in jail for almost two years.'; 'Gatlin's public defender filed a motion to suppress the photo identification, arguing it was unconstitutionally suggestive, and the judge agreed'; 'On March 14, 2024 — more than two years after Gatlin's arrest — prosecutors dismissed the charges.'","relation":"supports","source_id":"s5"},{"locator":"'Biometric Update reported that Gatlin was arrested on August 14, 2021, and remained incarcerated for roughly 17 months while his case was pending.'; 'St. Louis County Judge Brian May suppressed the witness identification in February 2024 after finding officers had not followed accepted impartial-lineup procedures, and prosecutors dismissed the charges the following month, Biometric Update reported.'","relation":"supports","source_id":"s4"},{"locator":"'A man who was wrongfully arrested and held in the St. Louis County Jail for two years sued Amazon Web Services LLC along with the city and county over their allegedly improper use of facial recognition technology.'","relation":"supports","source_id":"s2"},{"locator":"'Christopher Gatlin, arrested by police in St. Louis, Missouri (August 2021)'","relation":"supports","source_id":"s3"}],"assertion":"Gatlin was arrested in August 2021 (13 August per the Post-Dispatch's 'four days' after the 9 August lineup; 14 August per Biometric Update via Hoodline) for a December 2020 assault on a security guard at the St. Charles Rock Road MetroLink station after two officers of a joint county-city MetroLink team uploaded a grainy bus surveillance photo into the St. Louis Mugshot Recognition Technology System and the guard, after prompting, picked Gatlin from a photo lineup; he was charged with first-degree assault and held roughly 17 months to almost two years; the identification was suppressed as unconstitutionally suggestive and prosecutors dismissed the charges on 14 March 2024.","causal_attribution":"The Post-Dispatch's own account of the investigation and the suit, Biometric Update via Hoodline, Bloomberg Law and the ACLU; the jail duration is stated differently by each (roughly 17 months while pending; almost two years; two years) and the arrest date differs by a day."},{"id":"c3","status":"corroborated","evidence":[{"locator":"'in a statement, the company said its terms of service prohibit the use of its facial recognition technology in criminal investigations.'; '\"We expect our customers to comply with those terms,\" the company said in an unsigned statement.'; 'it said it would \"fully investigate\" any additional information that comes out during litigation.'","relation":"supports","source_id":"s5"},{"locator":"'The company told Biometric Update that its terms of service prohibit the use of Rekognition's face-comparison feature by police departments in connection with criminal investigations. Amazon's current Rekognition documentation also states the technology does not support images that are too blurry or grainy for a human to recognize a face'","relation":"supports","source_id":"s4"}],"assertion":"Amazon says its terms of service prohibit the use of its facial recognition technology in criminal investigations, that it expects customers to comply and that it will fully investigate any information that emerges in the litigation; Biometric Update adds that Rekognition's documentation excludes images too blurry or grainy for a human to recognise a face.","causal_attribution":"Amazon's statements to the Post-Dispatch and to Biometric Update (via Hoodline)."},{"id":"c4","status":"reported","evidence":[{"locator":"'Gatlin, who now lives outside of Missouri, says he suffers from mental health issues since he was released.'; 'No one has been charged with Feldman's assault.'","relation":"supports","source_id":"s5"}],"assertion":"Gatlin says he has suffered from mental health issues since his release; the assault victim, who was not the person the officers were pursuing in this suit, continues to suffer lasting injury and no one has been charged with the assault.","causal_attribution":"Gatlin's own account to the Post-Dispatch."}],"effects":[{"label":"arrested and jailed roughly 17 months to almost two years on a first-degree assault charge dismissed in March 2024, after officers acted on a facial-recognition match from a grainy bus photo and a suggestive photo lineup; lasting mental-health effects reported","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.courtlistener.com/docket/69538618/gatlin-v-welle/","kind":"court_docket","access":"read","language":"en","translation_note":"Read live on 2026-09-26 (CourtListener docket 69538618, descending and ascending entry pages). Entry text quoted; the pleadings themselves were not opened (no free RECAP PDFs listed).","independence_group":"courtlistener-docket"},{"id":"s2","url":"https://news.bloomberglaw.com/litigation/amazon-facial-id-tech-targeted-in-st-louis-false-arrest-suit","kind":"legal_press","access":"read","language":"en","translation_note":"Read live on 2026-09-26 (Bloomberg Law News, 14 August 2026). Only the opening paragraphs before the subscriber wall were rendered; the cited passages are from them.","independence_group":"bloomberglaw"},{"id":"s3","url":"https://www.aclu.org/news/privacy-technology/more-than-a-dozen-wrongful-arrests-due-to-police-reliance-on-facial-recognition-technology","kind":"advocacy_statement","access":"read","language":"en","translation_note":"Read live on 2026-09-26 (ACLU, 14 April 2026). Lists Gatlin among fourteen known facial-recognition wrongful arrests.","independence_group":"aclu"},{"id":"s4","url":"https://hoodline.com/2026/09/st-louis-county-man-jailed-in-case-involving-facial-id-match-sues/","kind":"news_aggregator","access":"read","language":"en","translation_note":"Read live on 2026-09-26 (Hoodline, 25 September 2026). Aggregates the Post-Dispatch, Biometric Update, IDTechWire and Bloomberg Law; used here mainly for the Biometric Update passages (17 months, 14 August 2021 arrest, Judge May, February 2024 suppression), which were not read directly.","independence_group":"hoodline-aggregating-stltoday-biometricupdate"},{"id":"s5","url":"https://www.stltoday.com/news/local/crime-courts/article_21ae18eb-d1d4-44e8-9e8f-0c6f3c92b94d.html","kind":"news_report","access":"read","language":"en","translation_note":"Read on 2026-09-26 (St. Louis Post-Dispatch, 25 September 2026). The page delivered the article body in the Lee/BLOX ROT47 obfuscation; decoded locally (bodies/stltoday-gatlin-decoded.txt) and read in full: the assault, the investigation, the SMRT upload, the body-camera lineup, the dismissal date, the suit's counts and Amazon's statement.","independence_group":"stltoday"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["Whether the mugshot system's match was the sole basis for the arrest or how it was weighed against the lineup identification; the complaint's allegations have not been tested.","The exact arrest date (13 August 2021 per the Post-Dispatch's account; 14 August per Biometric Update via Hoodline) and the length of detention (roughly 17 months while pending per Biometric Update; almost two years per the Post-Dispatch; two years per Bloomberg Law).","The size of the mug-shot database (more than 500,000 per the suit as reported by the Post-Dispatch; more than 250,000 per Biometric Update via Hoodline).","Whether Rekognition was in fact the engine behind SMRT during the 2021 search; Amazon disputes intended use, and AWS had not yet answered when the docket was read.","The contents of the second amended complaint and the 15 October 2025 order, which were not opened.","The plaintiff's current state of residence (outside Missouri)."],"geography":{"basis":"The assault and the arrest concerned the St. Charles Rock Road MetroLink station in north St. Louis County and the plaintiff was jailed in St. Louis County (Post-Dispatch; ACLU: 'arrested by police in St. Louis, Missouri'); the suit is in the US District Court for the Eastern District of Missouri (docket). The plaintiff now lives outside Missouri (Post-Dispatch); his state of residence is not given.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as a contextual case in which a facial-recognition system's match about a person contributed, on the plaintiff's account, to a wrongful arrest and roughly 17 months to almost two years' detention: the litigation is documented on the federal docket, the arrest, lineup and dismissal are reported by the Post-Dispatch (read in full), Biometric Update via Hoodline and Bloomberg Law, and the ACLU lists the case. The allegations against the police and Amazon remain allegations.","reviewed_on":"2026-09-26"},"ai_involvement":{"basis":"The complaint alleges, and the Post-Dispatch, Biometric Update and IDTechWire reporting summarised by Hoodline describes, that officers uploaded the bus photo into the St. Louis Mugshot Recognition Technology System and built the investigation around its match; Bloomberg Law reports the amended complaint's allegation that the system used Amazon's Rekognition. No court finding on the system's role is reported; the ACLU lists the case as a facial-recognition wrongful arrest.","status":"reported"},"person_relations":["made_claim_about"]},"name":"St. Louis County, Missouri: Christopher Gatlin was arrested in August 2021 after officers ran a grainy bus surveillance photo through a regional facial-recognition system and was held roughly 17 months (Post-Dispatch and Bloomberg Law: about two years) on a first-degree assault charge dismissed in March 2024; his federal civil-rights suit (filed January 2025) was amended in August 2026 to add Amazon Web Services, whose Rekognition technology the complaint says underpinned the match","summary":"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.","incidentDate":"2021-08-14","incidentEndDate":"2024-03-14","incidentKind":"bounded_series","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-01-13","aiSystem":"St. Louis Mugshot Recognition Technology System (SMRT), a regional facial-recognition tool created by St. Louis County with an Amazon Rekognition credit in June 2018 and loaded with more than 500,000 mug shots according to the suit (Post-Dispatch; Biometric Update via Hoodline gives more than 250,000)","aiProduct":"St. Louis mugshot recognition (SMRT)","aiCompany":"Amazon Web Services (Rekognition, per the amended complaint as reported)","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","legal_harm","psychological_distress"],"harmOutcomeSummary":"Gatlin was jailed for roughly 17 months to almost two years on a first-degree assault charge dismissed in March 2024 after the identification evidence was suppressed; his suit attributes the arrest to reliance on a facial-recognition match from an unusable photograph together with a suggestive lineup (the complaint's allegations as reported by the Post-Dispatch, Bloomberg Law and Hoodline; the ACLU lists the case as a wrongful arrest). He told the Post-Dispatch he has suffered from mental health issues since his release.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person arrested and jailed, the plaintiff (docket; Hoodline; ACLU). Exact 1.","victimAgeRange":"adult","jurisdiction":"US-MO","platformType":"other","outcomeType":"lawsuit_ongoing","outcomeStatus":"ongoing","primarySourceUrl":"https://www.courtlistener.com/docket/69538618/gatlin-v-welle/","primarySourceLabel":"CourtListener docket, Gatlin v. Welle, 4:25-cv-00043 (E.D. Mo.), read 26 September 2026","firstPublishedAt":"2026-09-26T04:07:10.387911+00:00","updatedAt":"2026-09-30T01:58:41.366922+00:00","scopeVersion":"facts-v3","tags":["facial-recognition","wrongful-arrest","police","rekognition","amazon","lawsuit","civil-rights","missouri","st-louis","made-claim-about"]},{"id":"2025-lipps-facial-recognition-wrongful-jailing","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"Surveillance 'showed woman using a fake US army military ID to withdraw tens of thousands'; the 8-count charge list.","relation":"supports","source_id":"s1"},{"locator":"Zibolski 'acknowledged that investigators made incorrect assumptions based on the West Fargo Police Department's Clearview AI facial recognition technology'.","relation":"supports","source_id":"s4"},{"locator":"Warrant signed 2025-07-01 with nationwide extradition; the chief: the case 'was not solely based on just that one piece'; 'an AI function through the North Dakota State Intelligence Center'.","relation":"supports","source_id":"s2"}],"assertion":"The case began with bank-fraud surveillance of a woman using a fake U.S. Army military ID to withdraw tens of thousands of dollars; an AI facial-recognition identification tied Lipps to that surveillance — recorded by Snopes as the West Fargo Police Department's Clearview AI technology, and by Fargo's chief as 'an AI function through the North Dakota State Intelligence Center... not anything that we own'; a nationwide-extradition warrant was signed on 1 July 2025.","causal_attribution":"The vendor attribution differs between the chains (Clearview per Snopes' reading of the WFPD investigation; the state intelligence center's function per the chief) and is recorded with the discrepancy."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'US marshals arrested Lipps at her Tennessee home while she was babysitting four children... taken away at gunpoint'; 'nearly four months without bail'; bank records 'more than 1,200 miles away in Tennessee'.","relation":"supports","source_id":"s1"},{"locator":"PD timeline: TN waiver 10-20; booked Cass Co. 10-30; bank records presented 12-12; dismissal agreed 12-23; released 12-24.","relation":"supports","source_id":"s2"},{"locator":"Dismissal 'without prejudice... Angela remains a person they are investigating'.","relation":"supports","source_id":"s3"}],"assertion":"U.S. Marshals arrested her at gunpoint at her Tennessee home on 14 July 2025 while she babysat four children; she fought extradition for about three months in a Tennessee jail, was booked into Cass County on 30 October, 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.","causal_attribution":"The custody timeline is consistent across the Guardian, KVLY's police timeline and Snopes; the dismissal's without-prejudice character comes from KVLY's attorney piece."},{"id":"c3","status":"documented","evidence":[{"locator":"KVLY-obtained email 'showed six Fargo detectives were notified of Lipps' arrest in July — nearly five months before Fargo Police say they knew she was in custody'.","relation":"supports","source_id":"s3"}],"assertion":"An email obtained by KVLY shows six Fargo detectives were notified of her arrest in July 2025 — nearly five months before the department says it learned she was in custody (5 December).","causal_attribution":"KVLY's own document reporting; the department's stated knowledge date comes from its police timeline."},{"id":"c4","status":"corroborated","evidence":[{"locator":"The 'incorrect assumptions' concession (Snopes' reading of the 24 March presser).","relation":"supports","source_id":"s4"},{"locator":"The chief's 'not solely based on just that one piece' and the state-center tool description.","relation":"supports","source_id":"s2"},{"locator":"Stefonowicz's April statement on an apology.","relation":"supports","source_id":"s3"}],"assertion":"Fargo Police Chief Dave Zibolski acknowledged 'incorrect assumptions' linked to the AI identification while insisting the case 'was not solely based on just that one piece'; incoming Chief Stefonowicz said in April that if Ms. Lipps deserves an apology, 'I will absolutely be the first person to reach out'.","causal_attribution":"The concession's exact wording beyond Snopes' paraphrase is unverified; both chiefs' positions are recorded as stated."},{"id":"c5","status":"corroborated","evidence":[{"locator":"'lost her home, her car and her dog.'","relation":"supports","source_id":"s1"},{"locator":"Rice: 'pursuing potential civil rights claims, though no lawsuit has been filed'.","relation":"supports","source_id":"s3"}],"assertion":"She lost her home, her car and her dog; her attorney Eric Rice said he was pursuing potential civil-rights claims, with no lawsuit filed as of 31 March 2026.","causal_attribution":"The losses are from the Guardian's account of her situation; the claim status is the attorney's statement as of 31 March 2026."},{"id":"c6","status":"reported","evidence":[{"locator":"'Angela Lipps, of Elizabethton, Tennessee, filed the federal lawsuit Tuesday in U.S. District Court in North Dakota against the City of Fargo and Fargo Police Department Detective Lucas Heck'; 'The complaint says Heck failed to disclose that the facial recognition result was actually based on a photo from the suspect's fake ID, not the surveillance footage'; 'The lawsuit brings five claims... Lipps is seeking $10 million in damages'; 'These are allegations contained in a civil complaint. No response has been filed as of this writing.'","relation":"supports","source_id":"s5"}],"assertion":"On 15 September 2026 Lipps filed a federal civil-rights lawsuit in the District of North Dakota against the City of Fargo and Detective Lucas Heck seeking $10 million, alleging that he relied on a flawed facial-recognition match based on the suspect's fake-ID photo, ignored exculpatory evidence and failed to disclose that such results are only investigative leads; the suit brings five claims and says the department had no facial-recognition policy or training at the time.","causal_attribution":"The filing and its contents are reported by the same station chain (KVLY) that broke the case; the complaint itself was not inspected, so the claim is recorded as reported rather than documented. The InForum report of the same filing answered HTTP 403."}],"effects":[{"label":"five months wrongfully jailed on an AI facial-recognition identification, with lasting losses","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.theguardian.com/us-news/2026/mar/12/tennessee-grandmother-ai-fraud","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (12 Mar 2026, Marina Dunbar).","independence_group":"guardian"},{"id":"s2","url":"https://www.valleynewslive.com/2026/03/17/chief-zibolski-ai-was-lead-not-only-evidence-wrongful-jail-allegation/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (17 Mar 2026, Alix Larsen).","independence_group":"kvly"},{"id":"s3","url":"https://www.valleynewslive.com/2026/04/01/attorney-discusses-potential-lawsuit-after-tennessee-grandmother-jailed-by-facial-recognition-error/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (31 Mar 2026, Ethan Kramer).","independence_group":"kvly"},{"id":"s4","url":"https://www.snopes.com/fact-check/ai-tennessee-woman-jail/","kind":"fact_check","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (19 Jul 2026, updated 22 Jul; rating True). Aggregates the InForum/WDAY originals (blocked, 403); its Clearview attribution reflects that chain.","independence_group":"snopes"},{"id":"s5","url":"https://www.valleynewslive.com/2026/09/15/tennessee-woman-sues-fargo-ex-detective-over-wrongful-arrest-tied-facial-recognition-error/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-16 (datePublished 2026-09-15T17:39Z; Valley News Live, which first reported the case in March 2026).","independence_group":"kvly"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The InForum original investigation (the first reporting chain) is blocked (403) and was not read; Snopes' and the Guardian's accounts of it are used instead.","The exact wording of the 'incorrect assumptions' concession beyond Snopes' paraphrase is unverified.","The vendor question — Clearview AI (per Snopes) versus the North Dakota State Intelligence Center's AI function (per the chief) — is unresolved.","The woman in the bank-fraud surveillance (the actual suspect) is not reported as identified; the dismissal without prejudice leaves the investigation open.","Her arrest's bail conditions and the custody conditions are not detailed in the inspected sources.","The federal complaint (filed 15 September 2026) was not inspected and its case number is not given in the inspected report; the InForum account of the filing was blocked (403)."],"geography":{"basis":"Event: arrest at her Tennessee home; jailing in Tennessee and Cass County, North Dakota; the underlying bank fraud in the Fargo/West Fargo area. Affected person: Lipps, Tennessee. Court: the Cass County charges (dismissed), North Dakota.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-decision case (made_decision_about / made_claim_about): an AI facial-recognition identification set five months of wrongful custody in motion, documented by the Guardian, an independent local chain with its own document reporting (KVLY), and a fact-check carrying the blocked original chain. She is named in national coverage; the police chiefs' accounts are preserved as contrary context. Updated 16 September 2026 with the $10 million federal suit filed on 15 September, recorded from the Valley News Live report as a reported claim.","reviewed_on":"2026-09-16"},"ai_involvement":{"basis":"Snopes records the misidentification as based on the West Fargo PD's Clearview AI technology; Fargo's police chief separately describes 'an AI function through the North Dakota State Intelligence Center' and concedes 'incorrect assumptions' while insisting the case was not solely based on that one piece. The vendor attribution (Clearview vs the state center's function) is recorded with the discrepancy.","status":"supported"},"person_relations":["made_decision_about","made_claim_about"]},"name":"Tennessee grandmother Angela Lipps jailed five months on an AI facial-recognition misidentification; charges dismissed after bank records placed her 1,200 miles away","summary":"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.","incidentDate":"2025-07-14","incidentEndDate":"2025-12-24","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"single_interaction","reportedDate":"2026-03-12","aiSystem":"Clearview 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'","aiProduct":"Clearview AI facial recognition (reported)","aiCompany":"Clearview AI (vendor per Snopes); North Dakota State Intelligence Center (per Fargo police chief)","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","loss_of_autonomy","reputational_harm","property_loss","psychological_distress"],"harmOutcomeSummary":"Five months jailed on an AI-driven misidentification — arrested at gunpoint while babysitting, held states away from home — ending only when her bank records proved she was 1,200 miles away; she lost her home, car and dog, and the dismissal without prejudice leaves her 'a person they are investigating'.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One documented harmed person: Lipps, the misidentified defendant (three chains; her attorneys' account). The children she was babysitting are recorded in the narrative but not counted as harmed persons (no harm to them is reported).","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://www.theguardian.com/us-news/2026/mar/12/tennessee-grandmother-ai-fraud","primarySourceLabel":"The Guardian (12 Mar 2026, Marina Dunbar) — the arrest, the custody ordeal, the losses","firstPublishedAt":"2026-09-15T10:28:13.154947+00:00","updatedAt":"2026-09-30T01:17:08.693119+00:00","scopeVersion":"facts-v3","tags":["civil-rights","clearview","facial-recognition","justice","lawsuit","made-claim-about","made-decision-about","north-dakota","tennessee","wrongful-arrest"]},{"id":"2026-dillon-faces-wrongful-arrest-florida","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"'took pictures of the screen with his cell phone… low resolution… partially shadowed and off-axis'; '93 percent confidence'.","relation":"supports","source_id":"s1"},{"locator":"Warrant based on the FR hit + 'a statement from a restaurant employee who picked his photo out of a lineup'; 'police called Dillon in 2023, he denied involvement citing skin-cancer scars'.","relation":"supports","source_id":"s3"}],"assertion":"The warrant rested on a 93%-confidence FACES result obtained from low-resolution cell-phone photos of the restaurant's surveillance screen (partially shadowed, off-axis) plus a restaurant employee's photo-lineup identification; police had called Dillon in 2023 and he denied involvement, citing skin-cancer scars.","causal_attribution":"The evidentiary basis is the complaint's account, carried by two chains; whether '93%' was system-generated or an investigator's characterization is unverified (the suit says the system 'spit out' his photo as a 'possible match')."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'arrested Aug 2024 in Fort Myers'; 'more than two months later, prosecutors dropped the charges'; 'it took an entire year… to take down his mug shot and expunge the arrest'.","relation":"supports","source_id":"s1"},{"locator":"Arrest bodycam 'outside his San Carlos Park home' via Gulf Coast affiliate; the Dillon interview ('I don't wish this on my worst enemy').","relation":"supports","source_id":"s2"},{"locator":"'charges… dropped… in October 2024'; 1 night jail, bonded out pledging his truck's title.","relation":"supports","source_id":"s3"}],"assertion":"Dillon was arrested at his San Carlos Park home in August 2024, spent one night in jail and bonded out pledging his truck's title; prosecutors dropped the charges in October 2024 after work-alibi evidence; the arrest took about a year to expunge, with his mugshot lingering online.","causal_attribution":"The custody and expungement timeline is consistent across three chains."},{"id":"c3","status":"corroborated","evidence":[{"locator":"'suit in M.D. Fla. vs. city of Jacksonville Beach + officers/officials incl. Sheriff T.K. Waters'.","relation":"supports","source_id":"s1"},{"locator":"Suit 'includes the Pinellas County Sheriff's Office, which oversees the use of the AI facial recognition technology across Florida'.","relation":"supports","source_id":"s2"},{"locator":"ACLU attorney Nathan Wessler interview; defendants: Jacksonville Beach PD + Jacksonville and Pinellas County sheriffs' offices.","relation":"supports","source_id":"s3"}],"assertion":"The ACLU filed a federal lawsuit in the week of 8 June 2026 in the Middle District of Florida against the city of Jacksonville Beach, Jacksonville Sheriff T.K. Waters and the Pinellas County Sheriff's Office, seeking damages and policy safeguards.","causal_attribution":"The suit's existence and parties are carried by three chains; the exact filing date within the week of 8 June is not pinned in the inspected sources."},{"id":"c4","status":"documented","evidence":[{"locator":"PCSO response passages ('patently false'; 'never \"matches\"'; 'rests solely with any officer').","relation":"supports","source_id":"s2"}],"assertion":"The Pinellas County Sheriff's Office responded that a training-failure claim 'is patently false', that 'facial recognition results are never \"matches\"', and that liability 'rests solely with any officer who did so'.","causal_attribution":"The agency's position is quoted directly and preserved as contrary evidence."},{"id":"c5","status":"reported","evidence":[{"locator":"'one of at least 14 people arrested since 2019'.","relation":"supports","source_id":"s1"},{"locator":"'one of 15 known people'.","relation":"supports","source_id":"s3"}],"assertion":"The ACLU counts Dillon as at least the 14th known person wrongfully arrested since 2019 from police reliance on facial recognition (Reason, 11 June); a later WUSF attorney interview puts the count at 15 known.","causal_attribution":"The advocacy count is attributed to the ACLU; the two figures are recorded as stated on their dates."}],"effects":[{"label":"wrongful felony arrest on a 93% facial-recognition hit, with a year-long expungement fight","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://reason.com/2026/06/11/aclu-sues-after-facial-recognition-falsely-identifies-florida-man-as-a-child-abductor/","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (11 Jun 2026, Joe Lancaster).","independence_group":"reason"},{"id":"s2","url":"https://abcnews.com/GMA/News/man-sues-law-enforcement-alleging-ai-facial-recognition/story?id=133810835","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (12 Jun 2026, Hipos & Yu).","independence_group":"abc-news"},{"id":"s3","url":"https://www.wusf.org/courts-law/2026-06-18/ai-facial-recognition-tool-led-to-florida-man-wrongful-arrest-lawsuit","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (18 Jun 2026, Lyden/Peddie).","independence_group":"wusf"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The exact filing date within the week of 8 June 2026 and the docket number are not pinned in the inspected sources.","Whether the '93%' figure was system-generated or an investigator's characterization is unverified.","The lineup procedure's details (who administered it and how) are only partly reported.","The expungement's completion date is given only as 'about a year' after the arrest.","The actual perpetrator of the 2023 luring attempt is not reported as identified."],"geography":{"basis":"Event: the warrant (Jacksonville Beach) and the arrest (San Carlos Park / Fort Myers), Florida. Affected person: Dillon, Florida. Court: the felony charge (dropped) and the federal suit in the Middle District of Florida.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-decision case (made_decision_about / made_claim_about): a facial-recognition hit treated as warrant-grade identification, documented by three independent chains including the ACLU's own attorney and the vendor agency's response. Dillon spoke publicly; the PCSO denial is preserved as contrary evidence.","reviewed_on":"2026-09-15"},"ai_involvement":{"basis":"The warrant rested on the FACES 93%-confidence result plus a lineup identification, per the complaint as carried by Reason and WUSF; the vendor (Pinellas County Sheriff's Office FACES) is confirmed by WUSF, and the PCSO's own response acknowledges its technology's role while rejecting liability.","status":"supported"},"person_relations":["made_decision_about","made_claim_about"]},"name":"Florida: 93% facial-recognition hit led to Robert Dillon's arrest as an attempted child abductor; charges dropped, ACLU suit filed","summary":"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.","incidentDate":"2024-08-01","incidentEndDate":"2024-10-01","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"single_interaction","reportedDate":"2026-06-11","aiSystem":"FACES (Face Analysis Comparison and Examination System), Pinellas County Sheriff's Office","aiProduct":"FACES facial recognition","aiCompany":"Pinellas County Sheriff's Office (FACES centralized database)","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","reputational_harm","psychological_distress"],"harmOutcomeSummary":"Arrested at home on a child-abduction-class felony from a 93% facial-recognition hit on grainy screen photos; a night in jail, two months to clear the charge, and about a year to expunge the record and remove the mugshot.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One documented harmed person: Dillon, the misidentified arrestee (three independent chains). The child in the underlying luring attempt is a victim of the actual perpetrator, not of the misidentification, and is not counted.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://reason.com/2026/06/11/aclu-sues-after-facial-recognition-falsely-identifies-florida-man-as-a-child-abductor/","primarySourceLabel":"Reason (11 Jun 2026, Joe Lancaster) — complaint-based account: the screen photos, the 93% hit, the arrest, the expungement, the suit","firstPublishedAt":"2026-09-15T10:27:54.71948+00:00","updatedAt":"2026-09-30T01:17:35.503237+00:00","scopeVersion":"facts-v3","tags":["made-decision-about","made-claim-about","facial-recognition","wrongful-arrest","justice","florida","aclu"]},{"id":"2026-lorenzano-nunez-facial-recognition-wrongful-arrest","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"'investigators ran Rosado's old Arizona MVD photo through facial recognition databases operated by the Arizona Department of Public Safety and the FBI. They received 250 possible matches and zeroed in on Lorenzano Nunez'; the press-release/video passage (victim's son flown in, his handcuffs used).","relation":"supports","source_id":"s1"},{"locator":"'Javier Lorenzano-Nunez was arrested in October 2024'; the son's account of the arrest period.","relation":"supports","source_id":"s2"}],"assertion":"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 (Arizona DPS and FBI), received 250 possible matches and zeroed in on him; Phoenix police publicized the arrest with a press release and a special video featuring the victim's son.","causal_attribution":"The arrest and the FR role are carried by both chains; the lawsuit's characterization of FR as 'the key evidence' is attributed to the filing and court records."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'who spent nearly a year in jail after being arrested for a 1998 Phoenix murder'; 'All charges were quietly dismissed less than a year later after forensic evidence, including DNA and fingerprints, excluded him, records show.'","relation":"supports","source_id":"s1"},{"locator":"'charges dropped against him, without prejudice, in August 2025'; MCAO: 'additional evidence that put into question his guilt beyond a reasonable doubt'.","relation":"supports","source_id":"s2"}],"assertion":"He spent nearly a year in jail; charges were dismissed without prejudice in August 2025 after forensic evidence, including DNA and fingerprints, excluded him, and the county attorney said additional evidence put his guilt beyond a reasonable doubt.","causal_attribution":"The dismissal and its stated reason are official-account material carried by both chains; 'without prejudice' leaves refiling open."},{"id":"c3","status":"reported","evidence":[{"locator":"The 2007 Puerto Rico passage ('They did not act on it', per attorney Ortega) and the 2017-analysis passage ('The results excluded Lorenzano Nunez on 2 latent prints and were inconclusive on 2 others... seven years before').","relation":"supports","source_id":"s1"}],"assertion":"The lawsuit alleges Phoenix police ignored a 2007 Puerto Rico Police lead reporting a man named Gilbert Noel Sanchez Rosado in custody with the same date of birth and social security number as the suspect, and that Phoenix's own 2017 fingerprint analysis had excluded Lorenzano Nunez on two latent prints (inconclusive on two) seven years before his arrest.","causal_attribution":"These are the lawsuit's allegations carried by one chain from court records; the county attorney declined to comment. A court has not ruled on them."},{"id":"c4","status":"documented","evidence":[{"locator":"MCAO statement passages ('pointed toward...', 'valuable investigative tool'); the notice-of-claim critique ('merely identified... as a possible lead').","relation":"supports","source_id":"s2"}],"assertion":"The Maricopa County Attorney's Office said the evidence police provided when the case was submitted 'pointed toward Javier Lorenzano-Nunez' and called facial recognition software a 'valuable investigative tool'; the notice of claim counters that facial recognition merely identified him as a possible lead.","causal_attribution":"Both institutional positions are quoted directly; the dispute over the weight given to the FR match is the case's core and is preserved."},{"id":"c5","status":"reported","evidence":[{"locator":"The arrest-video passage (Miller flown in, his handcuffs used, interviewed for the city's special video).","relation":"supports","source_id":"s1"},{"locator":"'It's not the outcome we wanted, but it's not over with'; 'I wholeheartedly believe in the investigators'.","relation":"supports","source_id":"s2"}],"assertion":"The victim's son, Garrett Miller, himself a police officer, was flown in for the arrest and his handcuffs were used; after the dismissal he said the outcome was heart-wrenching but that he believes in the investigators and that 'it's not over with'.","causal_attribution":"Contrary context preserved per the charter: the family's trust in the investigation is recorded alongside the wrongful-arrest account."}],"effects":[{"label":"nearly a year wrongfully jailed on a facial-recognition-driven arrest, publicized by police before forensic exclusion","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.abc15.com/news/local-news/investigations/man-falsely-arrested-with-facial-recognition-for-cold-case-murder-sues-phoenix-pd-mcao","kind":"news_report_court_records","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2026-07-02T14:46-07:00; 23 paragraphs).","independence_group":"abc15"},{"id":"s2","url":"https://www.fox10phoenix.com/news/sarah-jane-carrs-family-vows-keep-believing-justice-after-murder-charges-dismissed","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2026-06-01T21:20-07:00; 20 paragraphs).","independence_group":"fox10"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The specific facial-recognition vendor/system is not named in the inspected reporting.","Details from ABC15's earlier 'About Face' investigation (including any grand-jury or foreign-custody particulars) were not re-verified in this pass and are not claimed.","The federal suit's filing date and docket number are not stated in the inspected sources (reported as filed by 2 July 2026).","Whether he was held continuously from October 2024 to August 2025 ('nearly a year in jail' per ABC15) is reported without a custody breakdown.","The 1998 murder of Sarah Carr remains unsolved; the 2007 Puerto Rico lead's current status is unknown."],"geography":{"basis":"Event: Phoenix, Arizona (arrest, detention, dismissal). Affected person: Lorenzano Nunez. Court: Maricopa County proceedings, then the federal suit; Puerto Rico's 2007 contact was a lead, not a proceeding.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-decision case (made_decision_about / made_claim_about): a facial-recognition hit treated as key arrest evidence, with nearly a year of wrongful detention, documented through court-records reporting by two independent local chains. The county attorney's defense and the victim family's trust are preserved as contrary context.","reviewed_on":"2026-09-15"},"ai_involvement":{"basis":"The lawsuit and court records, per ABC15, make facial recognition 'the key evidence used to arrest'; the county attorney calls it a 'valuable investigative tool' while the notice of claim says it merely identified a possible lead. The specific vendor system is not named in the inspected reporting.","status":"supported"},"person_relations":["made_decision_about","made_claim_about"]},"name":"Phoenix lawsuit alleges a facial-recognition lead contributed to a wrongful arrest","summary":"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.","incidentDate":"2024-10-01","incidentEndDate":"2025-08-01","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"single_interaction","reportedDate":"2026-06-01","aiSystem":"Facial recognition systems operated by the Arizona Department of Public Safety and the FBI","aiProduct":"Unidentified facial recognition system","aiCompany":"Arizona DPS / FBI (systems not named in inspected reporting)","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","loss_of_autonomy","reputational_harm","psychological_distress"],"harmOutcomeSummary":"Nearly a year wrongfully jailed on a facial-recognition-driven cold-case arrest that police publicized with a video and the victim's son's handcuffs, ending only when DNA and fingerprint evidence excluded him; he now alleges false arrest, false imprisonment and defamation.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One documented harmed person: Lorenzano Nunez, the subject of the wrongful arrest (court records and two news chains). The victim's family, whose hopes were raised and dashed, is recorded in the narrative but not counted as harmed persons under the counting rules.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://www.abc15.com/news/local-news/investigations/man-falsely-arrested-with-facial-recognition-for-cold-case-murder-sues-phoenix-pd-mcao","primarySourceLabel":"ABC15 Arizona (2 Jul 2026) — the federal suit, court records, the 2017 fingerprint exclusion and the 2007 Puerto Rico lead","firstPublishedAt":"2026-09-15T09:35:16.968902+00:00","updatedAt":"2026-10-05T11:09:04.547902+00:00","scopeVersion":"facts-v3","tags":["made-decision-about","made-claim-about","facial-recognition","wrongful-arrest","justice","arizona"]},{"id":"2026-newby-adelphi-ai-detector-vacated","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"'In November 2024, Newby submitted a paper on Christianity and Islam'; 'Oelze gave the paper a grade of zero, according to court filings, in part because he thought it was AI-generated'; 'According to the lawsuit, Adelphi relied in part on AI detection software'; 'Turnitin's AI detector marked the essay as fully AI-written, but Newby ran it through two other detectors that said it was written by a human, court records show'.","relation":"supports","source_id":"s1"},{"locator":"'Adelphi University says an AI detection software flagged 19-year-old Orion Newby's work and claims the paper was \"too advanced\" for the first-year student'; 'That paper earned him a zero'.","relation":"supports","source_id":"s2"}],"assertion":"In November 2024 Newby submitted a paper on Christianity and Islam for the fall 2024 World Civilizations 1 class; the professor graded it zero in part because he thought it was AI-generated, and Adelphi, per the lawsuit, relied in part on AI-detection software — court records show Turnitin's detector marked the essay as fully AI-written while two other detectors scored it human.","causal_attribution":"The detector results and the lawsuit's contents are attributed to court filings as carried by Newsday; the professor's suspicion is attributed to court filings and ABC7."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'University officials ordered Newby to attend a plagiarism workshop — which, while considered a \"nondisciplinary\" punishment, could have resulted in suspension or expulsion if he was found to have committed a second offense'; 'The university's denial of Newby's appeal left the family \"no choice\" but to sue'.","relation":"supports","source_id":"s1"},{"locator":"'Adelphi told him he had to take an anti-plagiarism course, and until he did, he couldn't enroll in other classes. That's when his family sued.'","relation":"supports","source_id":"s2"}],"assertion":"Newby was ordered to attend a plagiarism workshop — a 'nondisciplinary' punishment that could have led to suspension or expulsion on a second offense — was told he could not enroll in other classes until he complied, and his appeal was denied; the family sued in October 2025.","causal_attribution":"Both chains independently carry the workshop order and the enrollment block (Newsday from the ruling stage, ABC7 from the filing stage)."},{"id":"c3","status":"documented","evidence":[{"locator":"'state Supreme Court Judge Randy Sue Marber in Nassau County wrote on Jan. 28. The school must expunge his record, the judge ruled'; 'were \"without valid basis and devoid of reason\"'.","relation":"supports","source_id":"s1"},{"locator":"Inside Higher Ed's relay describes a 'federal judge' — erroneous; Judge Marber's state Supreme Court decision controls.","relation":"contradicts","source_id":"s3"}],"assertion":"On 28 January 2026, New York State Supreme Court Judge Randy Sue Marber in Nassau County ruled that Adelphi's finding and its denial of his appeal were 'without valid basis and devoid of reason' and ordered the school to expunge his record.","causal_attribution":"The ruling is documented by Newsday's report quoting the decision; the IHE forum error is recorded explicitly. The decision text itself was not fetched (Newsday's account is the inspected record)."},{"id":"c4","status":"corroborated","evidence":[{"locator":"'treated since he was about 2 years old for learning and neurological disabilities that include language and auditory processing disorders and attention deficit hyperactivity disorder'; 'He had worked on it with a tutor from Bridges to Adelphi, the university's $5,000-a-semester program'.","relation":"supports","source_id":"s1"},{"locator":"'Newby has learning differences... issues specifically with language processing. At Adelphi, he's in a special program with extra support'; 'I told him I worked 15 to 20 hours with tutors'.","relation":"supports","source_id":"s2"}],"assertion":"Newby has been treated since about age two for learning and neurological disabilities — language and auditory processing disorders and ADHD — and wrote the paper with a tutor from Bridges to Adelphi, the university's own $5,000-a-semester disability-support program, working 15-20 hours with tutors.","causal_attribution":"The disability and support details come from his mother's and his own accounts, carried by both chains."},{"id":"c5","status":"reported","evidence":[{"locator":"'The family has spent six figures on legal costs, she said'; Lesko passages ('bellwether example'; 'I can't tell you how many parents have reached out to us with similar issues').","relation":"supports","source_id":"s1"}],"assertion":"The family spent six figures on legal costs; attorney Mark Lesko called the ruling a 'bellwether example' and said many parents had contacted him with similar issues.","causal_attribution":"The mother's and the attorney's accounts; the 'many parents' figure is unquantified and no other persons are counted."}],"effects":[{"label":"false AI-plagiarism accusation with academic and financial consequences until a court ordered expungement","claim_id":"c2","direction":"negative"},{"label":"recovery: court cleared his record; he continues at Adelphi as a second-year history major","claim_id":"c3","direction":"positive"}],"sources":[{"id":"s1","url":"https://www.newsday.com/long-island/education/adelphi-university-ai-plagiarism-lawsuit-oh07enyz","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2026-02-09T10:00Z; 48 paragraphs).","independence_group":"newsday"},{"id":"s2","url":"https://abc7ny.com/post/adelphi-student-long-island-sues-university-allegations-he-used-ai-write-essay/17980409/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2025-10-10T20:54Z).","independence_group":"abc7"},{"id":"s3","url":"https://www.insidehighered.com/news/quick-takes/2026/02/11/adelphi-student-wins-ai-plagiarism-lawsuit","kind":"trade_press_relaying_newsday","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (2026-02-11). Relays Newsday; its 'federal judge' phrase is erroneous — Judge Marber sits in the state Supreme Court, and the claim records the discrepancy.","independence_group":"newsday"}],"version":1,"ai_roles":["institutional_use"],"contexts":["education","justice","accessibility"],"unknowns":["The decision text was not fetched; the ruling is recorded through Newsday's account quoting the judge.","The similarity scores Turnitin returned and the university's full decision letter are not public in the inspected sources.","Whether Adelphi changed its AI-detection or appeals policies afterward is not reported.","The first-person Times account (28 Aug 2026) is paywalled and was not inspected; his later reflections are therefore not claimed.","The workshop's completion status after the ruling (moot after expungement) is not reported."],"geography":{"basis":"Event: Adelphi University, Garden City, New York. Affected person: Newby, a student there living in Lido Beach, NY. Court: New York State Supreme Court, Nassau County.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-decision case (made_decision_about / made_claim_about): a detector-driven false accusation with court-vacated sanctions. Newby and his parents spoke publicly; his disability is recorded because it is central to the case's facts (the university's own support program produced the writing process the detector misread), not as a label.","reviewed_on":"2026-09-15"},"ai_involvement":{"basis":"The lawsuit records that Adelphi relied in part on AI-detection software; court records show Turnitin's detector marked the essay as fully AI-written while two other detectors scored it human (Newsday). The university's process, not the tool alone, produced the sanction — recorded in the harm mechanism.","status":"supported"},"person_relations":["made_decision_about","made_claim_about"]},"name":"Adelphi accused Orion Newby of AI plagiarism after a detector flagged his paper; a Nassau County judge ordered the finding expunged","summary":"Orion Newby, an Adelphi University first-year student with language and auditory processing disabilities, received a zero in November 2024 on a World Civilizations paper after the professor suspected it was AI-generated and the university relied in part on AI-detection software; he was ordered to attend a plagiarism workshop and his appeal was denied, leaving him one finding from suspension or expulsion. Newby — who had written the paper with 15-20 hours of tutor support through the university's own disability program — said the detectors flagged his citations, and two other detectors scored the paper as human. After the family sued, New York State Supreme Court Judge Randy Sue Marber in Nassau County ruled on 28 January 2026 that Adelphi's finding and its denial of his appeal were 'without valid basis and devoid of reason' and ordered his record expunged. The family spent six figures on legal costs.","incidentDate":"2024-11-01","incidentEndDate":"2026-01-28","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"single_interaction","reportedDate":"2025-10-10","aiSystem":"Turnitin AI-detection software (and the university's reliance on it)","aiProduct":"Turnitin AI-text detector","aiCompany":"Turnitin","severity":"medium","verificationStatus":"verified","harmCategories":[],"harmOutcomes":["educational_harm","financial_loss","psychological_distress"],"harmOutcomeSummary":"A false AI-plagiarism finding brought a zero, a plagiarism-workshop order one step from suspension, sleepless nights, and a year-plus fight costing six figures to clear his record — despite two other detectors scoring the paper human and the writing help coming from the university's own disability program.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One documented harmed person: Newby, the subject of the detector-driven accusation (court ruling and Newsday/ABC7 reporting). Other students mentioned by his attorney ('many parents have reached out') are unquantified and not counted.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"resolved","primarySourceUrl":"https://www.newsday.com/long-island/education/adelphi-university-ai-plagiarism-lawsuit-oh07enyz","primarySourceLabel":"Newsday (9 Feb 2026) — the ruling, the judge's words, the family and attorney accounts, the disability and Bridges program detail","firstPublishedAt":"2026-09-15T09:31:23.493757+00:00","updatedAt":"2026-09-30T01:17:46.697576+00:00","scopeVersion":"facts-v3","tags":["made-decision-about","made-claim-about","ai-detector","turnitin","education","disability","court-win","new-york"]}]}