{"meta":{"exportedAt":"2026-09-30T07:56:40.189Z","formatVersion":2,"selection":{"q":"fir","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"","response":"lawsuit","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":5,"coverage":{"cases":5,"countries":1,"languages":1,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":5,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":5,"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-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":"2026-evans-santos-v-draftkings-ai-personalization-gambling-addiction","caseFacts":{"claims":[{"id":"c1","status":"documented","evidence":[{"locator":"\"EVANS VS DRAFTKINGS INC. ETAL\"; \"Filing Date: Friday , July 24th, 2026\"; \"Case ID: 260702927\"; \"Case 2:26-cv-07168 Document 1-3 Filed 09/16/26\".","relation":"supports","source_id":"s1"},{"locator":"docketNumber \"2:26-cv-07168\", court \"paed\", dateFiled \"2026-09-16\", \"NOTICE OF REMOVAL by CROWN PA GAMING, INC., DRAFTKINGS INC.\".","relation":"supports","source_id":"s3"}],"assertion":"Christopher Evans filed a product-liability complaint against DraftKings Inc. and Crown PA Gaming in the Philadelphia County Court of Common Pleas on 24 July 2026 (Case ID 260702927); the defendants removed it to the E.D. Pa. on 16 September 2026 as 2:26-cv-07168.","causal_attribution":"Established by the court record (state docket report and federal removal filing)."},{"id":"c2","status":"documented","evidence":[{"locator":"\"IN THE COURT OF COMMON PLEAS OF CHESTER COUNTY\"; \"29 Jul 2026 03:54 PM\"; \"MICHAEL SANTOS,\"; \"2026-07200-TT\"; \"Case 2:26-cv-07176 Document 1-3 Filed 09/16/26\".","relation":"supports","source_id":"s2"},{"locator":"docketNumber \"2:26-cv-07176\", court \"paed\", dateFiled \"2026-09-16\", \"NOTICE OF REMOVAL by FANDUEL INC., FLUTTER ENTERTAINMENT, PLC, BETFAIR INTERACTIVE US LLC, FANDUEL GROUP PARENT LLC, FANDUEL PA LLC\".","relation":"supports","source_id":"s4"}],"assertion":"Michael Santos filed a complaint against DraftKings, Crown PA Gaming, FanDuel Inc. and FanDuel's affiliates in the Chester County Court of Common Pleas on 29 July 2026 (2026-07200-TT); the FanDuel defendants removed it to the E.D. Pa. on 16 September 2026 as 2:26-cv-07176.","causal_attribution":"Established by the court record."},{"id":"c3","status":"reported","evidence":[{"locator":"\"He began using the DraftKings applications in or around August 2017\"; \"Plaintiff has wagered over $2,100,000.00 with net losses of approximately $81,000.00\"; \"constantly received targeted promotions, personalized push notifications, and incentives like prop bets and free credits intended to repetitively lure him back into the gambling applications\"; \"also had a VIP account manager, who would send him promotional offers, bonuses, and perks\"; \"He soon began suffering from depression and anxiety and stopped going outside altogether in favor of gambling all day\"; \"creating financial strain that has placed him into debt and resulted in the repossession of his vehicle\"; \"resulted in his wife separating from him\"; \"was formally diagnosed with depression in 2020\".","relation":"supports","source_id":"s1"}],"assertion":"Evans pleads that since about August 2017 he wagered over US$2,100,000 on DraftKings' apps with net losses of about US$81,000, constantly received targeted promotions and personalised push notifications and had a VIP account manager, developed depression and anxiety and was formally diagnosed with depression in 2020, stopped going outside, fell into debt, had his vehicle repossessed and separated from his wife.","causal_attribution":"Plaintiff's allegations in a pending complaint; untested."},{"id":"c4","status":"reported","evidence":[{"locator":"\"has wagered over $1,164,000.00 with net losses of approximately $58,000.00\"; \"has wagered nearly $7,000 on FanDuel with losses of nearly $1,500\"; \"constantly received targeted advertisements, personalized push notifications, and incentive-based emails from DraftKings intended to repetitively lure him back into the gambling app\"; \"despite Plaintiff expressly stating he did not want to continue gambling\"; \"max out multiple credit cards and accrue debt so significant that it forced him to sell his house\"; \"has received formal diagnoses of depression and anxiety\"; \"drove Plaintiff MICHAEL SANTOS to suicidal ideation\"; \"voluntarily placed himself on a self-exclusion list with the Pennsylvania Gaming Control Board in 2023\".","relation":"supports","source_id":"s2"}],"assertion":"Santos pleads that he wagered over US$1,164,000 on DraftKings with net losses of about US$58,000 and nearly US$7,000 on FanDuel with losses of nearly US$1,500, received targeted advertisements, personalised push notifications and incentive emails, had a VIP manager who kept offering bonus bets after he said he wanted to stop, maxed out multiple credit cards and was forced to sell his house, received diagnoses of depression and anxiety, experienced suicidal ideation, and self-excluded with the Pennsylvania Gaming Control Board in 2023.","causal_attribution":"Plaintiff's allegations in a pending complaint; untested."},{"id":"c5","status":"documented","evidence":[{"locator":"\"Defendants utilize the combination of advanced technology and artificial intelligence paired with the tracking of personalized user data to intentionally addict users and continuously lure them back to their sports gambling apps\"; \"data science and machine learning to help optimize conversion\"; \"recommendation engines\"; \"Defendants operate sophisticated AI-powered engagement platforms that, on information and belief, employ the precise personalization mechanisms the study identifies as risk-generating\"; \"Limit or eliminating artificial intelligence to track individual\".","relation":"supports","source_id":"s1"},{"locator":"\"Defendants utilize the combination of advanced technology and artificial intelligence paired with the tracking of personalized user data to intentionally addict users\"; \"Limiting or eliminating artificial intelligence to track individual\".","relation":"supports","source_id":"s2"}],"assertion":"Both complaints allege that the defendants combine artificial intelligence with tracking of personalised user data to addict users and lure them back, that DraftKings' 10-K discloses machine-learning recommendation engines, and, on information and belief, that the defendants operate AI-powered engagement platforms; both ask the court to limit or eliminate the use of artificial intelligence to track individual users.","causal_attribution":"The contents of the pleadings are established by the record; the truth of the AI allegations is not."}],"effects":[{"label":"two plaintiffs plead gambling addiction, six-figure wagering with net losses of about US$81,000 and US$58,000, debt, family breakdown, depression and suicidal ideation, attributed to AI-driven personalization","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://storage.courtlistener.com/recap/gov.uscourts.paed.662095/gov.uscourts.paed.662095.1.3.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"Read in English on 2026-09-17 and 2026-09-19: Exhibit A to the notice of removal in Evans v. DraftKings Inc., E.D. Pa. 2:26-cv-07168 (47 pages: the Philadelphia Court of Common Pleas docket report and the complaint of 24 July 2026), from the CourtListener RECAP archive.","independence_group":"evans-complaint"},{"id":"s2","url":"https://storage.courtlistener.com/recap/gov.uscourts.paed.662118/gov.uscourts.paed.662118.1.3.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"Read in English on 2026-09-19: Exhibit A to the notice of removal in Santos v. DraftKings Inc., E.D. Pa. 2:26-cv-07176 (53 pages: the complaint filed and attested in the Chester County Court of Common Pleas on 29 July 2026), from the CourtListener RECAP archive.","independence_group":"santos-complaint"},{"id":"s3","url":"https://www.courtlistener.com/docket/74801358/evans-v-draftkings-inc/","kind":"court_docket","access":"read","language":"en","translation_note":"Docket metadata read on 2026-09-19 through the CourtListener v4 search API (saved as cl-evans.json): case name, docket number 2:26-cv-07168, court E.D. Pa., filed 2026-09-16, cause 28:1332 diversity product liability, removal notice by Crown PA Gaming and DraftKings.","independence_group":"courtlistener-evans-docket"},{"id":"s4","url":"https://www.courtlistener.com/docket/74803784/santos-v-draftkings-inc/","kind":"court_docket","access":"read","language":"en","translation_note":"Docket metadata read on 2026-09-19 through the CourtListener v4 search API (saved as cl-santos3.json): docket number 2:26-cv-07176, court E.D. Pa., filed 2026-09-16, removal notice by FanDuel Inc., Flutter Entertainment, Betfair Interactive US, FanDuel Group Parent and FanDuel PA.","independence_group":"courtlistener-santos-docket"}],"version":1,"ai_roles":["own_use","institutional_use"],"contexts":["finance","health","relationships","justice"],"unknowns":["Whether AI or machine-learning systems, rather than human account managers and conventional marketing, generated the promotions and notifications the plaintiffs describe; the 'AI-powered engagement platforms' allegation is pleaded on information and belief.","The defendants' responses; no answer, motion or ruling is recorded as of 2026-09-19.","When Santos began gambling on the apps and his current financial position.","Whether the plaintiffs also gambled on other operators' products."],"geography":{"basis":"Both plaintiffs are Pennsylvania residents (Philadelphia; Coatesville, Chester County) per the complaints; suits filed in Pennsylvania state courts and removed to the U.S. District Court for the Eastern District of Pennsylvania.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as a contextual case: two pending complaints, read in full from the court record, allege that an operator's AI-driven personalization and engagement systems fostered gambling addiction with quantified losses, debt, family breakdown, psychiatric diagnoses and suicidal ideation. Filing facts are documented; the harms and the AI involvement are the plaintiffs' allegations and are recorded as such. Plaintiffs are identified only by the public case captions.","reviewed_on":"2026-09-19"},"ai_involvement":{"basis":"The complaints allege that the defendants' AI and machine-learning personalization systems tracked the plaintiffs' play and targeted them with promotions and notifications, and quote DraftKings' 10-K on machine-learning recommendation engines; the 'AI-powered engagement platforms' allegation is pleaded on information and belief. Nothing in the record yet establishes that AI systems made the targeting decisions about these two users, so the relation (a system making decisions about the person) is recorded as alleged.","status":"reported"},"person_relations":["made_decision_about"]},"name":"Pennsylvania: two men sued DraftKings (one also FanDuel) alleging that AI-driven personalization, targeted promotions and VIP handling fostered gambling addiction; they plead net losses of about US$81,000 and US$58,000, debt, family breakdown, depression and, in one case, suicidal ideation","summary":"Christopher Evans (Philadelphia; complaint filed 24 July 2026 in the Philadelphia Court of Common Pleas) and Michael Santos (Coatesville, Chester County; complaint filed 29 July 2026 in the Chester County Court of Common Pleas) sued DraftKings and its Pennsylvania affiliate; Santos also sued FanDuel and its parents. Both product-liability complaints, filed by the same law firm, allege that the defendants' sports-betting, daily-fantasy and casino apps are designed to addict, and that the companies 'utilize the combination of advanced technology and artificial intelligence paired with the tracking of personalized user data to intentionally addict users', operating 'AI-powered engagement platforms' (pleaded on information and belief) and, per DraftKings' 10-K as quoted, 'data science and machine learning' recommendation engines. Evans pleads that since about August 2017 he wagered over US$2.1 million with net losses of about US$81,000, received constant targeted promotions and personalised push notifications and a VIP account manager, developed depression and anxiety and was formally diagnosed with depression in 2020, stopped going outside, fell into debt, had his vehicle repossessed and separated from his wife. Santos pleads over US$1.164 million wagered on DraftKings with net losses of about US$58,000 plus small FanDuel losses, targeted advertising and a VIP manager who kept offering bonus bets after he said he wanted to stop, maxed-out credit cards, the forced sale of his house, diagnoses of depression and anxiety, suicidal ideation, and self-exclusion with the Pennsylvania Gaming Control Board in 2023. Both cases were removed to the U.S. District Court for the Eastern District of Pennsylvania on 16 September 2026 (2:26-cv-07168 and 2:26-cv-07176). The allegations are untested.","incidentDate":"2017-08-01","incidentKind":"ongoing_experience","incidentDatePrecision":"month","exposurePattern":"repeated_interactions","reportedDate":"2026-07-24","aiSystem":"DraftKings' and FanDuel's sportsbook, daily-fantasy and online-casino apps and their alleged AI and machine-learning personalization, recommendation and engagement systems (as pleaded; the complaints quote DraftKings' 10-K on 'data science and machine learning' and 'recommendation engines')","aiProduct":"DraftKings and FanDuel apps","aiCompany":"DraftKings Inc. (and Crown PA Gaming); FanDuel Inc. and affiliates (Flutter Entertainment) in the Santos suit","severity":"high","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["financial_loss","psychiatric_deterioration","relationship_disruption","property_loss"],"harmOutcomeSummary":"As pleaded: gambling addiction with net losses of about US$81,000 (Evans) and about US$58,000 plus small FanDuel losses (Santos), debt, a repossessed vehicle and marital separation (Evans), maxed-out credit cards, a forced house sale, diagnosed depression and anxiety and suicidal ideation (Santos), attributed by the plaintiffs to the defendants' AI-driven personalization and engagement design.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":2,"otherPeopleHarmedMin":0,"affectedCountStatus":"exact","affectedCountEvidence":"Two named plaintiffs, each pleading his own gambling addiction and losses as a user of the apps. Exact count of two; family members mentioned in the complaints are not counted.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_ongoing","outcomeStatus":"ongoing","primarySourceUrl":"https://storage.courtlistener.com/recap/gov.uscourts.paed.662095/gov.uscourts.paed.662095.1.3.pdf","primarySourceLabel":"Evans v. DraftKings Inc. et al., E.D. Pa. 2:26-cv-07168, Notice of Removal Exhibit A (Philadelphia CCP complaint filed 24 July 2026), via CourtListener RECAP","firstPublishedAt":"2026-09-20T03:19:52.470392+00:00","updatedAt":"2026-09-30T01:17:36.906135+00:00","scopeVersion":"facts-v3","tags":["gambling","sports-betting","algorithmic-personalization","engagement-design","product-liability","lawsuit","united-states","pennsylvania","draftkings","fanduel","institutional-use"]},{"id":"2025-isaacs-flock-alpr-wrongful-arrest-florida","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Investigators found Lindsey's black Dodge Durango through a Flock automated license plate reader. The camera recorded her vehicle traveling eastbound near the Seminole and Volusia county line at 9:51 p.m. That camera was about three miles west of the crash scene. The crash happened around 9:53 p.m.'; 'A 911 caller described a maroon Dodge Durango and provided part of its license plate number'; 'A specialized Florida Highway Patrol team later inspected Lindsey's vehicle and reported finding no damage'.","relation":"supports","source_id":"s1"},{"locator":"'Isaacs' attorney said location data and the timing of the incident showed Isaacs could not have been at the scene.'","relation":"supports","source_id":"s2"}],"assertion":"A Flock automated license-plate reader recorded her black Dodge Durango eastbound near the Seminole and Volusia county line at 9:51 p.m. on 4 October 2025, about three miles west of a crash at about 9:53 p.m. that killed three people, and investigators found her vehicle through that record; a 911 caller had described a maroon Durango with a partial plate, and an FHP inspection found no crash damage on her SUV.","causal_attribution":"The camera detail and timing are Fox's account of the complaint and her attorney's analysis, consistent with Flock's statement quoted in the same article; WKMG confirms the location-data-and-timing defence without the specifics."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'On April 17, 2026, Lindsey got a call from her attorney. She had to surrender that day'; 'She faced eight felony charges: three counts of vehicular homicide...'; 'she described spending her first several days in solitary confinement'; 'led to her being arrested and 13 days in jail'.","relation":"supports","source_id":"s1"},{"locator":"'Isaacs was arrested in April and accused of driving the SUV involved in an October crash on Interstate 4 near DeBary that killed three people. She spent 13 days in jail and two weeks out on bond before the charges were dropped.'","relation":"supports","source_id":"s2"}],"assertion":"She was arrested on 17 April 2026 on eight felony charges including three counts of vehicular homicide, spent 13 days in jail with the first several days in solitary confinement, and then two weeks out on bond before the charges were dropped.","causal_attribution":"Two independent chains (a national interview and a local station) agree on the arrest, the 13 days and the dropped charges; the exact charge list and solitary confinement come from Fox."},{"id":"c3","status":"corroborated","evidence":[{"locator":"'On May 22, the State Attorney's Office formally declined to prosecute Lindsey on all eight charges. Authorities then arrested Alisa Lee Montalvo... She faces nine charges, including three counts of vehicular homicide and tampering with physical evidence. She has not been convicted'.","relation":"supports","source_id":"s1"},{"locator":"'Florida Highway Patrol later arrested another woman who investigators said was actually driving the vehicle that caused the crash.'","relation":"supports","source_id":"s2"}],"assertion":"On 22 May 2026 the State Attorney's Office formally declined to prosecute her on all eight charges, and troopers arrested another woman, alleged to have driven a maroon Dodge Durango, on nine charges including three counts of vehicular homicide; she has not been convicted.","causal_attribution":"Both outlets report the dismissal and the second arrest; the date and the second suspect's charges come from Fox."},{"id":"c4","status":"corroborated","evidence":[{"locator":"'Lindsey has since filed a federal civil rights lawsuit against two Florida Highway Patrol troopers involved in the investigation, alleging false arrest, wrongful imprisonment and malicious prosecution.'","relation":"supports","source_id":"s1"},{"locator":"'The state kept the SUV for months. Isaacs' attorneys later obtained it while conducting their own investigation and preserving evidence for a lawsuit Isaacs filed against the Florida Highway Patrol.'; 'getting her Dodge Durango back Thursday'.","relation":"supports","source_id":"s2"}],"assertion":"She has filed a federal civil-rights lawsuit over the arrest; her attorneys recovered her impounded SUV on 27 August 2026 while preserving evidence for the suit.","causal_attribution":"Fox names the defendants as two troopers; WKMG describes the suit as against the Florida Highway Patrol. The complaint was not inspected."},{"id":"c5","status":"reported","evidence":[{"locator":"Flock statement: 'Flock cameras provide investigative leads; they do not identify perpetrators, determine guilt, or make arrest decisions. In fact, the complaint itself calls the Flock evidence \"exculpatory, not inculpatory\"'; Isaacs: '\"I 100% think the second one you said, how police interpret the camera footage\"'.","relation":"supports","source_id":"s1"}],"assertion":"Flock Safety said its cameras provide investigative leads and do not identify perpetrators or make arrest decisions, that the complaint itself calls the Flock evidence exculpatory, and that the camera accurately placed her vehicle three miles from the scene two minutes before the crash; Isaacs said she blames how police interpreted the data rather than the technology.","causal_attribution":"The vendor's and the plaintiff's positions on causation, both as quoted by Fox; recorded as the dispute behind causation_status."},{"id":"c6","status":"reported","evidence":[{"locator":"'Florida Attorney General James Uthmeier addressed the case in June after News 6 questioned him about the investigation. \"Mistakes shouldn't happen. They do sometimes,\" Uthmeier said. \"This was not a good case.\"'","relation":"supports","source_id":"s2"}],"assertion":"Florida Attorney General James Uthmeier said in June 2026: 'Mistakes shouldn't happen. They do sometimes. This was not a good case.'","causal_attribution":"Official comment to WKMG."}],"effects":[{"label":"arrested on eight felonies and jailed 13 days after an automated plate-reader sighting was treated as identification; charges dropped","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.foxnews.com/tech/innocent-woman-says-police-use-flock-camera-led-13-days-jail","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-16 (datePublished 2026-09-09T09:12-04:00; Kurt Knutsson; first-person interview with Isaacs on the CyberGuy Report podcast, her attorney's analysis, the federal complaint, Flock Safety's statement).","independence_group":"fox-cyberguy"},{"id":"s2","url":"https://www.clickorlando.com/news/local/2026/08/27/woman-wrongly-arrested-in-fatal-volusia-county-crash-gets-suv-back/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-16 (datePublished 2026-08-27T21:48Z; WKMG News 6 Volusia County correspondent; own interview at the tow yard and the attorney general's June comment to News 6).","independence_group":"wkmg"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The federal complaint was not inspected; its case number, filing date and exact defendants are not given consistently (Fox: two troopers; WKMG: the Florida Highway Patrol).","When police first came to her home after the 4 October crash is not dated in the inspected sources.","The bond amount and the exact release date are not reported.","Earlier local coverage of the arrest and dismissal (WFTV, May 2026) was not inspected: the site refuses requests from outside the United States.","The second suspect's case is pending; she has not been convicted."],"geography":{"basis":"Event: the I-4 crash near DeBary, her home, the Volusia County jail and the Florida Highway Patrol investigation, Florida. Affected person: Volusia County, Florida (WKMG). Courts: Volusia County criminal charges (dropped); the federal civil-rights suit in Florida.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-record case: an automated license-plate reader's record about her vehicle was treated by investigators as identification and led to eight felony charges and 13 days in jail before the charges were dropped, documented by a national interview and an independent local station. The vendor's position that the record was accurate and exculpatory is preserved, so causation is recorded as disputed. She is named in her own interviews and the public court record; the second suspect is named only as charged and unconvicted.","reviewed_on":"2026-09-16"},"ai_involvement":{"basis":"Fox News reports, and Flock Safety's own statement confirms, that a Flock automated license-plate reader recorded her vehicle near the crash and that investigators found her through that record; the reader's record was accurate, and the parties dispute whether investigators' reliance on it caused the arrest (the complaint) or whether the data was exculpatory and misread (Flock).","status":"supported"},"person_relations":["made_claim_about"]},"name":"Florida: Lindsey Isaacs jailed 13 days on vehicular-homicide charges after troopers treated a Flock license-plate-reader sighting of her SUV as identification; charges dropped and another driver arrested","summary":"After a crash on Interstate 4 near DeBary, Florida, on 4 October 2025 killed three people, a Flock Safety automated license-plate reader recorded Lindsey Isaacs's black Dodge Durango about three miles west of the scene two minutes before the collision. Although a 911 caller had described a maroon Durango with a partial plate that did not match, and a Florida Highway Patrol inspection found no crash damage on her SUV, she was arrested on 17 April 2026 on eight felony counts including three of vehicular homicide, spent 13 days in jail (the first several in solitary) and two weeks on bond, and her SUV was impounded for months. On 22 May 2026 the State Attorney's Office declined to prosecute all eight charges and troopers arrested another woman said to have been driving a maroon Durango. Isaacs has filed a federal civil-rights suit against two troopers; Flock Safety says its cameras provide leads, not identifications, and that its data was exculpatory. Florida's attorney general called it 'not a good case'.","incidentDate":"2025-10-04","incidentEndDate":"2026-05-22","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"unknown","reportedDate":"2026-08-27","aiSystem":"Flock Safety automated license plate reader (camera near the Seminole and Volusia county line on Interstate 4)","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","legal_harm","psychological_distress","property_loss"],"harmOutcomeSummary":"A 23-year-old was charged with eight felonies including three counts of vehicular homicide, jailed for 13 days (partly in solitary) and had her SUV impounded for months after investigators treated an automated license-plate-reader sighting of her vehicle near a fatal crash as identification; the charges were dropped and she describes lasting mental, physical and emotional effects.","frameworkFacets":[],"causationStatus":"disputed","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, Lindsey Isaacs, was arrested and jailed; the three people killed in the crash are not counted as harmed by the AI-related error.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://www.foxnews.com/tech/innocent-woman-says-police-use-flock-camera-led-13-days-jail","primarySourceLabel":"Fox News (Kurt Knutsson, CyberGuy Report), 9 September 2026: interview with Isaacs and her attorney; the complaint; the Flock Safety statement; the FDOT permit revocation","firstPublishedAt":"2026-09-16T03:16:39.652666+00:00","updatedAt":"2026-09-30T01:17:06.64361+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","wrongful-arrest","florida","volusia-county","justice","made-claim-about","lawsuit"]},{"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"]}]}