{"meta":{"exportedAt":"2026-10-23T09:25:47.107Z","formatVersion":2,"selection":{"q":"investigation","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"","response":"lawsuit","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":3,"coverage":{"cases":3,"countries":1,"languages":1,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":3,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":3,"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":"2026-massachusetts-teacher-dismissal-arbitrator-used-ai-tools-to-assess-ai-detector-evidence","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'fired on August 14, 2025'; 'gave her an “unsatisfactory” overall rating'; 'according to the complaint'","relation":"supports","source_id":"s1"}],"assertion":"According to her complaint, the teacher was fired on 14 August 2025 after the principal gave her an unsatisfactory overall rating.","causal_attribution":"The complaint, as reported by the outlet."},{"id":"c2","status":"reported","evidence":[{"locator":"'may have been produced using artificial intelligence rather than by'; 'She testified that she used GPTZero, an AI detection tool, to analyze the documents.'; 'denied using AI to produce the evaluations, other than for grammar checks, according to the decision'","relation":"supports","source_id":"s1"}],"assertion":"In arbitration the teacher argued that some evaluations may have been produced with AI, relying on GPTZero estimates, and the principal denied using AI beyond grammar checks.","causal_attribution":"The arbitration decision, as reported by the outlet."},{"id":"c3","status":"reported","evidence":[{"locator":"'used two AI tools, GPT-5.4 and Claude Opus 5, to research GPTZero and determine whether it was reliable enough to evaluate whether AI had produced the writing'; 'independently reviewed some of the sources provided by the AI tools and found they accurately described the cited material'; 'concluded that GPTZero’s results were not reliable enough to be given weight in the case'","relation":"supports","source_id":"s1"},{"locator":"'saying the arbitrator who affirmed the school's decision used artificial intelligence to vet her claims that the principal relied on AI to prepare her final, negative performance evaluation'","relation":"supports","source_id":"s2"}],"assertion":"In an appendix to his decision the arbitrator said he used GPT-5.4 and Claude Opus 5 to research whether GPTZero was reliable, reviewed some of the sources they supplied, and concluded that GPTZero results deserved no weight.","causal_attribution":"The arbitrator's own appendix as reported by The Concord Bridge; Law360 reports the same use as the complaint's allegation."},{"id":"c4","status":"reported","evidence":[{"locator":"'upheld her dismissal on August 27, 2026'","relation":"supports","source_id":"s1"}],"assertion":"The arbitrator rejected the AI evidence and upheld the dismissal on 27 August 2026.","causal_attribution":"The arbitration decision, as reported by the outlet."},{"id":"c5","status":"reported","evidence":[{"locator":"'filed a complaint on September 28 asking Suffolk Superior Court to overturn an arbitrator’s decision upholding her dismissal'; 'research was an improper investigation outside the hearing record'; 'the parties were not told he would conduct the research and were not given an opportunity to challenge his findings'","relation":"supports","source_id":"s1"},{"locator":"'is suing to redo arbitration over her firing'","relation":"supports","source_id":"s2"}],"assertion":"On 28 September 2026 the teacher asked Suffolk Superior Court to vacate the decision, alleging the AI-assisted research was an improper investigation outside the hearing record that the parties were not told about or allowed to challenge.","causal_attribution":"An allegation in the complaint; no court has ruled."},{"id":"c6","status":"reported","evidence":[{"locator":"'a school spokesperson said the district does not comment on active legal matters'; 'did not respond to Bridge questions by press time'","relation":"supports","source_id":"s1"}],"assertion":"The district said it does not comment on active legal matters, and the teacher and her lawyer did not respond to the outlet.","causal_attribution":"The outlet's own account of its inquiries."}],"effects":[{"label":"a teacher's dismissal was upheld in an arbitration that she alleges was tainted by the arbitrator's AI-assisted research","claim_id":"c5","direction":"negative"}],"sources":[{"id":"s1","url":"https://concordbridge.org/index.php/2026/10/13/ai-vs-ai-thoreau-teachers-firing-raises-complex-questions/","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-10-14 (HTTP 200). The outlet reports the arbitration decision and the court complaint; neither document was read directly.","independence_group":"concord-bridge-thoreau-arbitration"},{"id":"s2","url":"https://www.law360.com/articles/2531261/fired-teacher-says-ai-tainted-review-and-arbitration","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-10-14 (HTTP 200); only the free opening paragraph is available, the rest is behind a subscription. It reports the complaint.","independence_group":"law360-teacher-arbitration-suit"}],"version":1,"ai_roles":["institutional_use"],"contexts":["work","education","justice"],"unknowns":["The text of the arbitration decision and its appendix, including what the AI tools returned.","Whether the principal used AI to draft the evaluations (denied apart from grammar checks).","How the district answers the complaint and whether the court will vacate the decision."],"geography":{"basis":"The teacher worked at a public elementary school in Concord, Massachusetts, where the dismissal and arbitration concerned her employment, and the challenge was filed in Suffolk Superior Court (The Concord Bridge; Law360 calls her a Massachusetts kindergarten teacher).","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published because The Concord Bridge reports from the arbitration decision that the arbitrator used GPT-5.4 and Claude Opus 5 to research the reliability of a fired teacher's AI-detector evidence before giving it no weight and upholding her dismissal, and The Concord Bridge and Law360 report that she has asked a court to vacate the decision, alleging that his AI use tainted it. The claims are attributed to the decision and the complaint as reported.","reviewed_on":"2026-10-14"},"ai_involvement":{"basis":"According to the arbitration decision as reported by The Concord Bridge, the arbitrator used GPT-5.4 and Claude Opus 5 to research GPTZero, checked some of the sources they supplied, and after that research concluded that the teacher's GPTZero evidence deserved no weight before upholding her dismissal. The AI output (research on the detector's reliability) informed a human decision about the teacher, and her complaint alleges that relying on it outside the record tainted that decision. The use is the arbitrator's own statement; the complaint does not, as reported, say the tools produced false information.","status":"reported"},"person_relations":["informed_decision_about"]},"name":"Massachusetts: fired teacher asks court to vacate an arbitration, saying the arbitrator improperly used AI tools to judge her AI-detector evidence","summary":"A kindergarten teacher at a public elementary school in Concord, Massachusetts, was dismissed in August 2025 after an unsatisfactory evaluation. In arbitration she argued that some of the principal's evaluations may have been produced with AI, relying on GPTZero estimates; the principal denied using AI beyond grammar checks. According to the arbitration decision as reported by The Concord Bridge, the arbitrator stated in an appendix that he used two AI tools, GPT-5.4 and Claude Opus 5, to research whether GPTZero was reliable, checked some of the sources they supplied, concluded that GPTZero's results deserved no weight, and upheld the dismissal on 27 August 2026. On 28 September 2026 the teacher asked Suffolk Superior Court to vacate the decision, alleging that the AI-assisted research was an improper investigation outside the hearing record that the parties were not told about or allowed to challenge. These are allegations in a complaint; the district declined to comment and no court has ruled.","incidentDate":"2026-08-27","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2026-09-29","aiSystem":"GPT-5.4 and Claude Opus 5, which the arbitrator said in an appendix to his decision he used to research the reliability of the GPTZero AI-text detector (as reported by The Concord Bridge); GPTZero itself was used by the teacher on the evaluations","aiProduct":"GPT-5.4 and Claude Opus 5 (reported)","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","professional_harm"],"harmOutcomeSummary":"The teacher alleges that the arbitration upholding her dismissal was tainted because the arbitrator used AI tools, outside the hearing record, to decide that her AI-detector evidence deserved no weight. She has asked a court to vacate it.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person: the dismissed teacher whose arbitration the AI-assisted research informed. The principal is not counted.","victimAgeRange":"adult","jurisdiction":"US-MA","platformType":"assistant","outcomeType":"lawsuit_filed","outcomeStatus":"pending","primarySourceUrl":"https://concordbridge.org/index.php/2026/10/13/ai-vs-ai-thoreau-teachers-firing-raises-complex-questions/","primarySourceLabel":"The Concord Bridge, 13 October 2026: AI vs. AI: Thoreau teacher’s firing raises complex questions","firstPublishedAt":"2026-10-14T03:04:34.364479+00:00","updatedAt":"2026-10-14T03:04:34.364479+00:00","scopeVersion":"facts-v3","tags":["massachusetts","teacher-dismissal","arbitration","ai-detector","gptzero","adjudicator-ai-use"]},{"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"]}]}