{"meta":{"exportedAt":"2026-10-27T07:09:50.894Z","formatVersion":2,"selection":{"q":"financial_loss","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"2024","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":4,"coverage":{"cases":4,"countries":3,"languages":3,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":4,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":4,"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-brasilia-labour-court-orders-ifood-to-compensate-delivery-worker-banned-after-its-face-check-flagged-his-own-photos","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'O aplicativo do iFood exige que, todos os dias, os entregadores enviem uma foto como reconhecimento facial, antes das entregas ou durante o trabalho. O objetivo é evitar fraudes e invasão à conta.'","relation":"supports","source_id":"s1"}],"assertion":"The iFood courier app requires delivery workers to send a photo for facial recognition every day, before deliveries or during work, to prevent fraud and account takeover.","causal_attribution":"Description of the system; no causal claim."},{"id":"c2","status":"reported","evidence":[{"locator":"'O caso ocorreu em 30 de abril de 2024' ... 'apareceu a mensagem dizendo que eu estava banido da plataforma por descumprir as normas' ... 'o motivo do banimento foi por conta de que outra pessoa tentou acessar inúmeras vezes o aplicativo e isso é proibido' ... 'era eu na foto'","relation":"supports","source_id":"s3"},{"locator":"'Pedi que enviassem a foto de quem estava tentando acessar. E para minha surpresa, a pessoa na foto era eu.'","relation":"supports","source_id":"s1"}],"assertion":"The worker says that on 30 April 2024, after completing the facial check, he received a message that he was banned for breaking the rules; iFood later said another person had repeatedly tried to access the account, and the photo it showed was of him.","causal_attribution":"The worker's account (one witness, interviewed by two outlets); accepted as true by the court by default."},{"id":"c3","status":"reported","evidence":[{"locator":"'me tiraram uma renda bem significativa, contava com esse dinheiro toda semana pra pagar minhas contas'","relation":"supports","source_id":"s1"}],"assertion":"The worker says the ban took away a significant income he relied on every week to pay his bills.","causal_attribution":"The worker's account of the consequence."},{"id":"c4","status":"reported","evidence":[{"locator":"'condenou o iFood a pagar R$ 60 mil como indenização por danos morais' ... 'reconheço como verdadeiros: a suspensão do contrato de trabalho por culpa exclusiva da Reclamada; os prejuízos financeiros e psicológicos sofridos pelo Reclamante em razão da impossibilidade de laborar em favor da Reclamada; e a falha racista na ferramenta utilizada para reconhecimento facial' ... 'o iFood não cumpriu o prazo para apresentar a defesa'","relation":"supports","source_id":"s1"},{"locator":"'O iFood não apresentou defesa, segundo o magistrado.'","relation":"supports","source_id":"s2"}],"assertion":"A Brasília labour judge ordered iFood to pay R$60,000 in moral damages, applying a default because iFood did not file a defence in time, and recognised as true the suspension of the contract through iFood's fault, the worker's financial and psychological losses and a racist failure in the facial recognition tool.","causal_attribution":"First-instance judgment as quoted by two outlets (one underlying document); findings rest on a procedural default and are under appeal."},{"id":"c5","status":"reported","evidence":[{"locator":"'O iFood afirmou não existe análise de características raciais no procedimento de reconhecimento facial.'","relation":"supports","source_id":"s1"},{"locator":"'A empresa já apresentou recurso contra a sentença.'","relation":"supports","source_id":"s3"}],"assertion":"iFood says there is no analysis of racial characteristics in its facial recognition procedure, and it has appealed the judgment.","causal_attribution":"iFood's statement and the appeal; contrary evidence on the racial-bias finding."},{"id":"c6","status":"reported","evidence":[{"locator":"'voltou a trabalhar com entrega pelo app'","relation":"supports","source_id":"s1"}],"assertion":"iFood restored the account during the case, and the worker returned to delivering through the app.","causal_attribution":"Outcome for the worker before judgment."},{"id":"c7","status":"reported","evidence":[{"locator":"'Em ambas as fotos está a mesma pessoa: o reclamante (entregador)' ... 'o entregador trabalhava havia três anos para o iFood quando foi bloqueado na plataforma por suposto acesso de outra pessoa na conta'","relation":"supports","source_id":"s2"}],"assertion":"The worker's lawyer argued that both photos iFood cited show the same person, the worker, and that he had worked for iFood for about three years when he was blocked over the supposed access by another person.","causal_attribution":"The worker's pleading as reported by Estadão."}],"effects":[{"label":"delivery worker banned from the app and lost income after its face check flagged his own photos (worker's account; court ruling by default)","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://g1.globo.com/df/distrito-federal/noticia/2025/06/30/justica-condena-ifood-a-indenizar-entregador-do-df-por-danos-morais-apos-falha-racista-em-reconhecimento-facial-entenda.ghtml","kind":"news_report","access":"read","language":"pt","translation_note":"Read in Portuguese by the research agent (an AI) on 2026-10-27 and translated by the research agent (an AI) into English; no human translator or reviewer was involved. G1 report by TV Globo Brasília, read in full.","independence_group":"g1-tvglobo-brasilia"},{"id":"s2","url":"https://www.estadao.com.br/politica/coluna-do-estadao/justica-condena-ifood-a-indenizar-entregador-por-falha-racista-em-reconhecimento-facial/","kind":"news_report","access":"read","language":"pt","translation_note":"Read in Portuguese by the research agent (an AI) on 2026-10-27 and translated by the research agent (an AI) into English; no human translator or reviewer was involved. Estadão column report, read in full; it gives the court as the 8th Labour Court, where G1 gives the 22nd.","independence_group":"estadao-coluna"},{"id":"s3","url":"https://www.terra.com.br/nos/ifood-e-condenado-a-indenizar-entregador-por-falha-racista-em-reconhecimento-facial-no-app,8954fd59fdcfb407081f434e12593ba4gonqqml2.html","kind":"news_report","access":"read","language":"pt","translation_note":"Read in Portuguese by the research agent (an AI) on 2026-10-27 and translated by the research agent (an AI) into English; no human translator or reviewer was involved. Terra report based on its own interview with the worker, read in full.","independence_group":"terra-nos"}],"version":1,"ai_roles":["institutional_use"],"contexts":["work","justice"],"unknowns":["Whether any person reviewed the facial check result before the ban, or whether the ban was fully automated.","How long the account stayed blocked before iFood restored it.","Which company supplies the facial recognition technology.","Which Brasília labour court heard the case (G1 says the 22nd, Estadão the 8th).","How the appeal ends."],"geography":{"basis":"G1 describes the worker as a delivery worker of the Federal District (DF) and the ban happened while he was making deliveries there, so the event and the affected person are in Brazil; the case was heard by a labour court in Brasília.","court_countries":["BR"],"event_countries":["BR"],"affected_person_countries":["BR"]},"publication":{"basis":"Published as a contextual case (made_decision_about): a delivery worker says the iFood app's facial recognition check flagged his own photos as another person and the platform banned him, costing income; a Brasília labour court, ruling by default, recognised a racist failure in the facial recognition tool and awarded R$60,000. iFood denies racial analysis and has appealed. No private name appears in the public record.","reviewed_on":"2026-10-27"},"ai_involvement":{"basis":"The iFood app runs a daily facial recognition check on delivery workers' photos (G1). The worker says that after he completed it the platform banned him, iFood support said another person had tried to access his account, and the photos it showed as that person were his own (Terra, G1); his lawyer's case was that both photos show the same person (Estadão). The labour judge, applying a default because iFood filed no defence, recognised as true a racist failure in the tool used for facial recognition (G1, Estadão). The connection between the system's output and the ban is the worker's account, accepted by default; iFood denies racial analysis but no source reports it disputing the ban sequence. Whether a person reviewed the result before the ban is not stated.","status":"reported"},"person_relations":["made_decision_about"]},"name":"Brasília labour court orders iFood to pay delivery worker who says its face check flagged his own photos as another person and got him banned; iFood appeals","summary":"A delivery worker in Brazil's Federal District who had worked for the iFood app for about three years says he was banned from the platform in April 2024 shortly after completing the app's daily facial recognition check. iFood support told him another person had tried to access his account; when he asked to see that person's photos, they were his own. G1 reports that the only difference from his registration photo was his hair, which he was growing out. In a judgment reported in June 2025, a Brasília labour judge, applying a default because iFood had not filed a defence in time, accepted as true that the contract was suspended through iFood's fault, that he suffered financial and psychological losses, and that the facial recognition tool had a racist failure, and ordered iFood to pay R$60,000 in moral damages. iFood denies that its facial recognition procedure analyses racial characteristics and has appealed. The account was restored during the case. No appeal ruling has been reported.","incidentDate":"2024-04-30","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-06-11","aiSystem":"The facial recognition check in the iFood courier app, which requires delivery workers to submit a photo every day before or during deliveries to prevent fraud and account takeover; the provider of the underlying technology is not named","aiProduct":"iFood facial recognition check","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["financial_loss","professional_harm","psychological_distress"],"harmOutcomeSummary":"A delivery worker says he was banned from the iFood app after its facial recognition check flagged his own photos as another person and lost income he relied on; a labour court, ruling by default, recognised his financial and psychological losses and awarded R$60,000. iFood denies racial analysis and has appealed.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One delivery worker, the plaintiff. No other affected person is described.","victimAgeRange":"adult","jurisdiction":"BR","platformType":"other","outcomeType":"lawsuit_ongoing","outcomeStatus":"ongoing","primarySourceUrl":"https://g1.globo.com/df/distrito-federal/noticia/2025/06/30/justica-condena-ifood-a-indenizar-entregador-do-df-por-danos-morais-apos-falha-racista-em-reconhecimento-facial-entenda.ghtml","primarySourceLabel":"G1 / TV Globo Brasília, 30 Jun 2025: court orders iFood to compensate delivery worker over facial recognition failure (Portuguese)","firstPublishedAt":"2026-10-27T03:08:51.893173+00:00","updatedAt":"2026-10-27T03:08:51.893173+00:00","scopeVersion":"facts-v3","tags":["facial-recognition","identity-verification","gig-work","delivery-workers","account-ban","labour-court","brazil","made-decision-about"]},{"id":"2024-gelderland-sub-district-judge-used-chatgpt-to-estimate-solar-panel-damages-in-neighbour-dispute-and-rejected-claim","caseFacts":{"claims":[{"id":"c1","status":"documented","evidence":[{"locator":"'Volgens hem is de verminderde opbrengst van de panelen van 77%'; 'Dat leidt volgens hem tot een totale schade van € 21.385,90'","relation":"supports","source_id":"s1"}],"assertion":"The claimant sued his neighbour for about 21,000 euros, saying the neighbour's roof extension cut the yield of his solar panels by 77%.","causal_attribution":"The claimant's case as recorded in the judgment; documented as the content of his claim, not as a fact about the yield."},{"id":"c2","status":"documented","evidence":[{"locator":"'De kantonrechter schat, mede met behulp van ChatGPT, de gemiddelde levensduur van zonnepanelen uit 2009 op 25 à 30 jaar'; 'Uitgaande, wederom mede aan de hand van ChatGPT, van een huidige gemiddelde kWh-prijs van € 0,30'; 'bedraagt het rendementsverlies, met een min of meer gelijkblijvende kWh-prijs, daarmee ongeveer € 2.250,--'","relation":"supports","source_id":"s1"},{"locator":"'Bij de schadeberekening maakt de rechtbank ook gebruik van ChatGPT'","relation":"supports","source_id":"s2"}],"assertion":"The judge estimated the panels' remaining lifespan and the average electricity price partly with the help of ChatGPT and put the yield loss at about 2,250 euros.","causal_attribution":"Stated by the court in its own judgment; the summary relays it. One origin (the judgment)."},{"id":"c3","status":"documented","evidence":[{"locator":"'het maximaal te begroten bedrag aan schade zou hiermee (€ 2.250,-- + € 1.073,40 =) € 3.323,40 bedragen'; 'uiteindelijk aangeboden bedrag van'; 'Er is dus in deze procedure geen grond om'; 'heeft ook geen recht op € 3.300,-, nu hij het aanbod tot het betalen van dit bedrag heeft verworpen'","relation":"supports","source_id":"s1"},{"locator":"'Rechtbank Gelderland oordeelt dat X geen recht heeft op een schadevergoeding in verband met de door Y geplaatste dakopbouw'","relation":"supports","source_id":"s2"}],"assertion":"Because half of the maximum damage of 3,323.40 euros was below the neighbour's 3,300-euro offer, which the claimant had refused, the claim was rejected and he received nothing.","causal_attribution":"The court's reasoning linking the ChatGPT-assisted estimate to the rejection; documented by the judgment."},{"id":"c4","status":"documented","evidence":[{"locator":"'Redelijkerwijs – en ook weer mede aan de hand van ChatGPT – valt aan te nemen dat dit materiaal daardoor niet meer bruikbaar was'; 'wegens schadevergoeding te betalen'; '€ 2.619,02, vermeerderd met de wettelijke rente'","relation":"supports","source_id":"s1"}],"assertion":"The judge also assumed, partly with ChatGPT, that insulation the claimant threw into water was unusable, and on the counterclaim ordered him to pay damages of 2,619.02 euros in total and the costs of the main claim.","causal_attribution":"Stated in the judgment; the ChatGPT-assisted assumption supports only the 204.66-euro insulation item within the total."}],"effects":[{"label":"damages claim rejected after a ChatGPT-assisted damage estimate","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://data.rechtspraak.nl/uitspraken/content?id=ECLI:NL:RBGEL:2024:3636","kind":"court_record","access":"read","language":"nl","translation_note":"Read in Dutch by the research agent (an AI) on 2026-10-24 and translated by the research agent (an AI) into English; no human translator or reviewer was involved. Full text of the judgment of 7 June 2024 from the Rechtspraak open-data service (published 26 July 2024); HTTP 200, read in full.","independence_group":"rechtbank-gelderland-judgment-2024-3636"},{"id":"s2","url":"https://www.taxlive.nl/nl/documenten/vn-vandaag/rechter-gebruikt-chatgpt-bij-schadeberekening/","kind":"news_report","access":"read","language":"nl","translation_note":"Read in Dutch by the research agent (an AI) on 2026-10-24 and translated by the research agent (an AI) into English; no human translator or reviewer was involved. Taxlive V-N Vandaag summary of the same judgment, edition 12 August 2024; HTTP 200, read in full.","independence_group":"rechtbank-gelderland-judgment-2024-3636"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice","everyday_life"],"unknowns":["What the judge asked ChatGPT and what it answered.","Whether the claimant appealed and with what result.","How the outcome would have differed without the ChatGPT-assisted estimates; the judgment also rejected the investment claim on other grounds."],"geography":{"basis":"The dispute concerns two attached houses whose owners also live in them, decided by the Rechtbank Gelderland sitting in Nijmegen; the street and town are anonymised in the published judgment, which applies Dutch law and Dutch subsidies.","court_countries":["NL"],"event_countries":["NL"],"affected_person_countries":["NL"]},"publication":{"basis":"Published as an AI-informed decision: in a judgment of 7 June 2024 a Dutch sub-district judge stated that the estimates of a homeowner's solar-panel lifespan and electricity prices were made partly with ChatGPT, and the resulting damage figure led to the rejection of the homeowner's claim against his neighbour. The facts come from the judgment itself.","reviewed_on":"2026-10-24"},"ai_involvement":{"basis":"The judgment states that the judge estimated the lifespan of the claimant's solar panels and the current electricity price partly with the help of ChatGPT, and those figures set the yield loss at about 2,250 euros and the maximum damage below the level at which the neighbour's offer would have been insufficient, leading to the rejection of the claim; the judge also relied partly on ChatGPT to treat insulation material as unusable in the counterclaim. The judgment does not reproduce the questions or answers.","status":"supported"},"person_relations":["informed_decision_about"]},"name":"Dutch sub-district judge used ChatGPT to estimate solar-panel lifespan and power prices in a neighbour dispute, then rejected the homeowner's damages claim","summary":"A homeowner in the Netherlands sued his neighbour, whose permitted roof extension shaded his solar panels, claiming more than 21,000 euros for lost yield and investment. In a judgment of 7 June 2024 (ECLI:NL:RBGEL:2024:3636), the sub-district judge of the Rechtbank Gelderland, sitting in Nijmegen, held that the neighbour had to bear half of the damage and then calculated the damage, estimating the average lifespan of solar panels from 2009 and the current average electricity price partly with the help of ChatGPT, as the judgment states. Using a lifespan of 27.5 years, about 15 remaining years and a price of 0.30 euros per kWh, the judge put the yield loss at about 2,250 euros and the maximum damage at 3,323.40 euros; half of that was less than the 3,300 euros the neighbour had offered, so the claim was rejected and the homeowner, who had refused the offer, received nothing and was ordered to pay costs. On the neighbour's counterclaim, the judge assumed, again partly with ChatGPT, that insulation material the homeowner had thrown into water was no longer usable, and ordered him to pay damages of 2,619.02 euros in total. The judgment does not say what was asked or answered, and whether it was appealed is not reported.","incidentDate":"2024-06-07","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2024-07-26","aiSystem":"ChatGPT, which the judgment says was used, together with other reasoning, to estimate the lifespan of solar panels, the average electricity price and whether water-damaged insulation was still usable","aiProduct":"ChatGPT","severity":"low","verificationStatus":"verified","harmCategories":[],"harmOutcomes":["legal_harm","financial_loss"],"harmOutcomeSummary":"A homeowner's damages claim was rejected after the judge calculated the damage partly with ChatGPT's estimates, and the homeowner was ordered to pay costs and counterclaim damages, according to the judgment.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"The claimant homeowner, whose claim was rejected in the judgment. The neighbour won the counterclaim and is not counted.","victimAgeRange":"adult","jurisdiction":"NL","platformType":"chatbot","outcomeType":"lawsuit_dismissed","outcomeStatus":"unknown","primarySourceUrl":"https://data.rechtspraak.nl/uitspraken/content?id=ECLI:NL:RBGEL:2024:3636","primarySourceLabel":"Rechtbank Gelderland, judgment of 7 June 2024, ECLI:NL:RBGEL:2024:3636 (Rechtspraak open data)","firstPublishedAt":"2026-10-24T03:15:10.77655+00:00","updatedAt":"2026-10-24T03:15:10.77655+00:00","scopeVersion":"facts-v3","tags":["court","judge-ai-use","chatgpt","damages","netherlands"]},{"id":"2024-toledo-ohio-flock-alpr-misread-plate-gunpoint-stop-police-dog-bite-charges-dropped","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'TPD was alerted to a stolen license plate by a FLOCK camera. It turns out, that information was wrong.'; 'With guns drawn, officers tell the driver multiple times to get out of the truck.'; 'was then arrested and charged with resisting arrest and obstruction.'","relation":"supports","source_id":"s1"},{"locator":"'begins to kneel, an officer releases the K-9 on him, the footage shows.'; 'a traffic stop involving a K-9 on April 11, 2024.'","relation":"supports","source_id":"s2"}],"assertion":"On 11 April 2024 a Toledo police officer, alerted by a Flock camera to a stolen plate, stopped the man's pickup; officers drew their guns and ordered him out, a K-9 handler released a police dog on him, and he was arrested and charged with resisting arrest and obstruction.","causal_attribution":"Police report and released body-camera footage as reported by 13abc and ABC News; both outlets rely on the same department records."},{"id":"c2","status":"reported","evidence":[{"locator":"'The FLOCK camera captured an image that came back to a Chevy Malibu but is pictured on the back of a late model red Dodge Ram pickup truck.'; 'So it was a misread. But I stopped it.'","relation":"supports","source_id":"s1"},{"locator":"'was a \"mishit\" or \"misread\" by the license plate reader'","relation":"supports","source_id":"s2"},{"locator":"'A camera made by the technology startup Flock Safety misread the \"7\" on'","relation":"supports","source_id":"s5"}],"assertion":"The camera had misread the plate: the plate on the pickup was not the stolen plate, and the officer can be heard on body-camera audio calling it a misread.","causal_attribution":"Police records and body-camera audio as reported; Business Insider specifies the misread digit from police records."},{"id":"c3","status":"reported","evidence":[{"locator":"'will receive a departmental reprimand for failing to visually verify the license plate with the information received from the license plate reader.'; 'determined officers who released a K-9 on a man during a traffic stop acted within TPD policy.'","relation":"supports","source_id":"s3"}],"assertion":"The Toledo police chief found the dog deployment within policy and said the officer who made the stop would be reprimanded for failing to visually verify the plate with the information from the license-plate reader.","causal_attribution":"Police chief's statement as quoted by 13abc."},{"id":"c4","status":"reported","evidence":[{"locator":"'he was bitten seven times on his forearm and elbow by the K-9 after being pulled over on April 11 and has been unable to work since.'; 'traumatized for real'","relation":"supports","source_id":"s2"}],"assertion":"The man told ABC News that the dog bit him seven times on his forearm and elbow, that he had been unable to work since, and that he was traumatized.","causal_attribution":"His own account to ABC News."},{"id":"c5","status":"reported","evidence":[{"locator":"'The bite caused serious injuries to his arm, and he lost feeling in his fingers, he said.'; 'He sold his truck to keep up with his rent'; 'He was eventually evicted'","relation":"supports","source_id":"s5"}],"assertion":"Business Insider reports that the bite caused serious arm injuries and loss of feeling in his fingers, that he quit his lawn-care business and forklift job, sold his truck and was evicted.","causal_attribution":"His own account to Business Insider."},{"id":"c6","status":"reported","evidence":[{"locator":"'prosecutors dropped the all the charges, including the later addition of Failure to Comply.'; 'The information from the camera turned out to be wrong and the license plate was not stolen.'","relation":"supports","source_id":"s4"}],"assertion":"Prosecutors dropped all charges against him, including a later failure-to-comply charge, on 19 August 2024.","causal_attribution":"His attorneys as reported by 13abc."},{"id":"c7","status":"reported","evidence":[{"locator":"'it is commonly known throughout the Toledo Police Department that the Flock system is unreliable and often misreads license plates.'; 'He settled the case in October for $35,000.'","relation":"supports","source_id":"s5"}],"assertion":"He sued the officer and the city, alleging that the Flock system was known in the department to be unreliable, and settled the case for $35,000.","causal_attribution":"Lawsuit allegation and settlement as reported by Business Insider; the complaint and settlement record were not read."}],"effects":[{"label":"held at gunpoint, bitten by a police dog and arrested after a misread license-plate-camera alert flagged his plate as stolen","claim_id":"c1","direction":"negative"},{"label":"says he was traumatized and unable to work after the bites","claim_id":"c4","direction":"negative"},{"label":"reported lasting arm injury and loss of his business, truck and home","claim_id":"c5","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.13abc.com/2024/04/15/body-cam-tpd-officers-releasing-k-9-man-during-traffic-stop/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 15 April 2024). Reports the police report and released body-camera footage.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s2","url":"https://abcnews.com/US/man-speaks-after-police-release-9-traffic-stop/story?id=109463145","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (ABC News, 20 April 2024). Interview with the driver plus its own review of the police body-camera footage.","independence_group":"abc-news-interview"},{"id":"s3","url":"https://www.13abc.com/2024/05/31/tpd-investigation-finds-no-wrongdoing-use-k-9-man-during-traffic-stop/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 31 May 2024). Quotes the Toledo police chief's statement on the internal review.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s4","url":"https://www.13abc.com/2024/08/19/charges-dropped-against-man-toledo-police-released-k-9-during-traffic-stop-lawyer-says/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (13abc/WTVG, 19 August 2024). Reports the dismissal from the man's attorneys.","independence_group":"wtvg-13abc-toledo-police-records"},{"id":"s5","url":"https://www.businessinsider.com/flock-safety-alpr-cameras-misreads-2026-3","kind":"news_report","access":"read","language":"en","translation_note":"Read live on 2026-10-04 (Business Insider, 9 March 2026); the page is marked subscriber-only but the full article text was present in the served page and its JSON-LD articleBody. Draws on police records, the lawsuit and an interview.","independence_group":"business-insider-records-review"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The lawsuit's court and case number; the complaint and settlement record were not read.","Whether the misread came from plate condition, a plate cover or the camera itself; no source gives a cause.","How long he was held in the county jail beyond Business Insider's statement that it was hours."],"geography":{"basis":"The stop took place in Toledo, Ohio, and the man is described as of Toledo (13abc, ABC News); the charges were brought and dropped by local prosecutors and his lawsuit was settled before a federal judge (13abc; Business Insider).","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional-use case consistent with the held Flock misread rows: the police report, body-camera audio and the police chief's statement (13abc) establish that a Flock license-plate-reader alert misread the plate and prompted the stop; the man's own accounts to ABC News and Business Insider describe the injuries and losses. He is not named here.","reviewed_on":"2026-10-04"},"ai_involvement":{"basis":"The police report (as reported by 13abc) says officers were alerted to a stolen license plate by a Flock camera and that the information was wrong; on the body-camera audio the officer calls it a misread; the police chief reprimanded the officer for failing to visually verify the plate with the information received from the license-plate reader. Business Insider, citing police records, reports the camera misread a 7 as a 2 and describes the cameras as Flock's AI cameras. The plate match against a stolen-plate record is the automated system's claim about his truck; drawing guns, releasing the dog and the arrest were officers' decisions.","status":"supported"},"person_relations":["made_claim_about"]},"name":"Toledo, Ohio: police stopped a man's pickup at gunpoint in April 2024 after a Flock license-plate camera misread his plate as stolen, released a police dog that bit him, and charged him; prosecutors dropped the charges and he later settled a lawsuit for $35,000","summary":"On 11 April 2024 Toledo police officers stopped a pickup truck after a Flock license-plate camera alerted them to a stolen plate. According to the police report and body-camera footage reported by 13abc and ABC News, the camera had misread the plate, which was not stolen. Officers drew their guns, ordered the driver out and to the ground, and a K-9 handler released a police dog as he began to kneel. The driver told ABC News he was bitten seven times on his forearm and elbow, was traumatized and could not work; he was arrested and charged with obstruction, resisting arrest and, later, failure to comply. Prosecutors dropped all charges in August 2024. The department found the dog deployment within policy and reprimanded the officer who made the stop for failing to visually verify the plate against the reader's information. Business Insider reported in March 2026 that police records show the camera read a 7 on the plate as a 2, that the man lost feeling in his fingers, gave up his lawn-care business and forklift work, sold his truck and was evicted, and that he had sued the officer and the city and settled in October for $35,000.","incidentDate":"2024-04-11","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2024-04-15","aiSystem":"Flock Safety automated license-plate-reader camera (described by Business Insider as one of Flock's AI cameras) that read the pickup's plate, matched the misread plate to a stolen-plate record and alerted a Toledo police officer","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["physical_injury","loss_of_liberty","psychological_distress","financial_loss","legal_harm"],"harmOutcomeSummary":"The driver was held at gunpoint, bitten repeatedly by a police dog, arrested and jailed for hours and charged; he says he was traumatized and could not work, and Business Insider reports lasting arm injuries, the loss of his business and truck, and eviction (his accounts to ABC News and Business Insider). The charges were dropped.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the driver, held at gunpoint, bitten and arrested (13abc, ABC News, Business Insider). His cousin was a passenger; no source reports harm to the cousin. Exact 1.","victimAgeRange":"adult","jurisdiction":"US-OH","platformType":"other","outcomeType":"lawsuit_settled","outcomeStatus":"resolved","primarySourceUrl":"https://www.13abc.com/2024/04/15/body-cam-tpd-officers-releasing-k-9-man-during-traffic-stop/","primarySourceLabel":"13abc (WTVG), 15 April 2024: Body cam of TPD officers releasing K-9 on man during traffic stop","firstPublishedAt":"2026-10-04T03:31:44.811835+00:00","updatedAt":"2026-10-04T03:31:44.811835+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","misread","wrongful-stop","gunpoint","police-dog","ohio","toledo","justice","made-claim-about","settlement"]},{"id":"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"]}]}