{"meta":{"exportedAt":"2026-10-04T07:03:20.892Z","formatVersion":2,"selection":{"q":"accessibility","system":"","harm":"","context":"","country":"","role":"","relation":"","evidence":"","year":"","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":4,"coverage":{"cases":4,"countries":2,"languages":2,"unknownLocation":2,"locationPending":0,"unknownLanguage":0,"unknownDate":1,"lawsuits":1,"regulatory":0,"minors":0,"coreRelations":2,"contextualRelations":2,"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-disabled-autistic-user-says-declining-chatbot-help-with-administrative-paperwork-triggers-meltdowns-first-person","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Je suis handicapé, autiste et multi Dys donc'; 'beaucoup pour rédiger des papiers administratifs'","relation":"supports","source_id":"s1"}],"assertion":"The poster says they are disabled, autistic and have multiple learning disorders, and that AI helped them a great deal in drafting administrative paperwork.","causal_attribution":"Poster's account."},{"id":"c2","status":"reported","evidence":[{"locator":"'comprenant Claude, Chatgpt ou Gemini deviennent complètement médiocre'; 'Les réponses deviennent désuet dès les premières phrases conversationnelles malgré mes scripts'; 'Avant je pouvais sortir un dossier entier aujourdhui ils sont incapable'; 'rediger un simple mail'","relation":"supports","source_id":"s1"}],"assertion":"The poster says absolutely all AI apps, including Claude, ChatGPT and Gemini, are becoming completely mediocre, with answers going stale despite their prompt scripts, and that where they once produced whole files with them, the apps can no longer help them draft a simple email.","causal_attribution":"Poster's account; what changed in the products is not established."},{"id":"c3","status":"reported","evidence":[{"locator":"'À me déclencher des crises autistique violente'; 'Ça devient complètement contre productif'","relation":"supports","source_id":"s1"}],"assertion":"The poster says the degraded answers trigger violent autistic crises and have made the tools counterproductive for them.","causal_attribution":"Poster attributes the crises to the chatbots' answers."},{"id":"c4","status":"reported","evidence":[{"locator":"'Since August 24'; 'mon ordi est trop nul pour ça'","relation":"supports","source_id":"s1"}],"assertion":"After a commenter dated the decline to 24 August and suggested a local model, the poster replied that their computer is too weak to run one.","causal_attribution":"The 24 August date is a commenter's assertion; the poster's reply is the poster's account."}],"effects":[{"label":"chatbots no longer able to help the poster draft administrative paperwork or a simple email (poster's account)","claim_id":"c2","direction":"negative"},{"label":"violent autistic crises the poster attributes to the degraded answers (poster's account)","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.reddit.com/r/ChatGPTcomplaints/comments/1wwbzbx/lia_devient_technofasciste/","kind":"forum_post","access":"read","language":"fr","translation_note":"Read in the original French on 2026-10-04: full self-text and the thread's 2 comments, one a reply by the poster, retrieved through the arctic_shift archive API by post ID. English renderings in this record are the research agent's (an AI's) own translations; no human translator reviewed them. The poster handle is not recorded.","independence_group":"reddit-fr-autistic-chatbot-paperwork-poster"}],"version":1,"ai_roles":["own_use"],"contexts":["accessibility","everyday_life"],"unknowns":["When the poster's difficulties began; the post gives no date and the 24 August date comes from a commenter.","What the administrative paperwork was for and whether any deadline or entitlement was affected.","How often the crises occur and whether the poster has other support for the paperwork.","The poster's location."],"geography":{"basis":"The post is written in French but does not say where the poster lives or used the apps; no country is inferred from the language.","court_countries":[],"event_countries":[],"affected_person_countries":[]},"publication":{"basis":"Published under the 2026-09-15 charter's public-forum rule as a concrete first-person account of an ongoing accessibility harm (loss of chatbot help with paperwork and resulting autistic crises), described with attribution and without corroboration. The poster's handle is not recorded and no health details beyond those the poster gives as context are included.","reviewed_on":"2026-10-04"},"ai_involvement":{"basis":"The poster names Claude, ChatGPT and Gemini among the AI apps that, they say, can no longer help them draft a simple email, and describes the change in their answers; no examples, dates or screenshots were published.","status":"reported"},"person_relations":["communicated_with"]},"name":"First-person forum account (in French): a disabled autistic person with multiple learning disorders who relied on chatbots to draft administrative paperwork says ChatGPT, Claude and Gemini have become unable to help even with a simple email, and that the degraded answers trigger violent autistic crises","summary":"In a public French-language post to r/ChatGPTcomplaints at 02:32 UTC on 3 October 2026, a person who describes themself as disabled, autistic and affected by multiple learning disorders (\"multi Dys\") says AI chatbots used to help them a great deal in drafting administrative paperwork. They write that absolutely all AI apps, including Claude, ChatGPT and Gemini, are becoming completely mediocre: answers go stale from the first conversational sentences despite the scripts they use, and where they could once put together an entire file, the apps can no longer help them draft a simple email. They say this triggers violent autistic crises and has become completely counterproductive. Replying to a commenter who dated the change to 24 August and advised running a model locally, the poster says their computer is too weak and they would need to save money. The changes to the products are described only by the poster, and the account is uncorroborated.","incidentKind":"ongoing_experience","incidentDatePrecision":"unknown","exposurePattern":"product_change","reportedDate":"2026-10-03","aiSystem":"Claude, ChatGPT and Gemini (general-purpose chatbots), used with the poster's own prompt scripts to draft administrative paperwork","aiProduct":"ChatGPT, Claude and Gemini","aiCompany":"OpenAI; Anthropic; Google","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["psychological_distress","functional_impairment"],"harmOutcomeSummary":"The poster, a disabled autistic person, says the chatbots they relied on to draft administrative paperwork (ChatGPT, Claude and Gemini) can no longer help them write even a simple email and that the degraded answers trigger violent autistic crises (first-person account in French, uncorroborated).","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":1,"otherPeopleHarmedMin":0,"affectedCountStatus":"exact","affectedCountEvidence":"One person: the poster. Exact 1.","victimAgeRange":"unknown","jurisdiction":"unknown","platformType":"assistant","outcomeStatus":"ongoing","primarySourceUrl":"https://www.reddit.com/r/ChatGPTcomplaints/comments/1wwbzbx/lia_devient_technofasciste/","primarySourceLabel":"r/ChatGPTcomplaints, 3 October 2026: \"L'ia devient technofasciste\" (French)","firstPublishedAt":"2026-10-04T03:22:09.949668+00:00","updatedAt":"2026-10-04T03:22:09.949668+00:00","scopeVersion":"facts-v3","tags":["first-person","reddit","french-language","chatgpt","claude","gemini","accessibility","autism","disability","administrative-paperwork","product-change","communicated-with"]},{"id":"2025-taiwan-cline-chatbot-translation-oversight-letter-wrong-reading-first-person","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Across four years of proceedings, no document was ever translated for me.'; 'Every summons, ruling, and prosecutor’s letter went into a chatbot, and what came back was the only version I had.'","relation":"supports","source_id":"s1"}],"assertion":"Across four years of criminal proceedings in Taiwan, no document was translated for him and some hearings had no interpreter; he read every summons, ruling and prosecutor's letter through a consumer chatbot, the only version he had.","causal_attribution":"His account; he says the court file records interpreters sworn at two early interrogations and an evening hearing held after he was asked in Chinese whether he understood Chinese."},{"id":"c2","status":"reported","evidence":[{"locator":"'They disagreed, not on nuance but on the central holding. I believed the one that told me what I had spent four years wanting to hear.'; 'I published that reading, cited it to journalists, and began building a legal submission on it.'; 'In October 2025 the agency confirmed in writing that its letter did not say what I had understood it to say.'","relation":"supports","source_id":"s1"},{"locator":"'Both statements were wrong and are withdrawn. No authority has found me innocent; I was convicted and the conviction is final.'","relation":"supports","source_id":"s2"}],"assertion":"In 2025 two chatbots gave opposite readings of a Taiwanese oversight body's letter; he believed the favourable one, published it, cited it to journalists and began a legal submission on it, and in October 2025 the agency confirmed in writing that the letter did not say that, after which he withdrew the claim, dropped the submission before filing and published a correction.","causal_attribution":"His account; the letter, the chatbot outputs and the agency's confirmation were not inspected. He attributes the error to relying on a fluent but wrong translation."},{"id":"c3","status":"reported","evidence":[{"locator":"'I was sentenced to six months in prison; the conviction became final at the Supreme Court on Oct. 16 2024'","relation":"supports","source_id":"s1"}],"assertion":"He was sentenced to six months' imprisonment under Taiwan's Personal Data Protection Act and the conviction became final at the Supreme Court on 16 October 2024; he does not attribute the conviction to the chatbot.","causal_attribution":"Context from his account with case numbers; recorded so the chatbot's role is not overstated."}],"effects":[{"label":"published and cited to journalists a wrong chatbot reading of an official letter and drafted a legal submission on it before retracting","claim_id":"c2","direction":"negative"},{"label":"read four years of court documents only through a chatbot, with no translation provided","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.jurist.org/commentary/2026/09/when-court-interpretation-failed-in-taiwan-i-turned-to-a-chatbot/","kind":"first_person_commentary","access":"read","language":"en","translation_note":"Read live in English on 2026-09-30 (JURIST Commentary, 29 September 2026, edited by JURIST staff, with the author's disclosure).","independence_group":"ross-cline-account"},{"id":"s2","url":"https://rosscline.com/blogs/scam/media-brief","kind":"author_website","access":"read","language":"en","translation_note":"Read live in English on 2026-09-30: the author's media-brief page (version 2.0, updated 2 August 2026), reached from the JURIST disclosure link; carries the correction notice.","independence_group":"ross-cline-account"}],"version":1,"ai_roles":["own_use"],"contexts":["justice","accessibility"],"unknowns":["Which chatbots he used.","What the Control Yuan's letter held and what each chatbot output said; neither the letter nor the outputs were inspected.","Whether any legal decision in his case turned on a chatbot translation."],"geography":{"basis":"The proceedings were in Taiwan's Taichung District Court, the Taiwan High Court Taichung Branch and the Supreme Court (JURIST, with case numbers). The piece does not say where he was when he used the chatbots in 2025; he lived in Taichung for 15 years, his media-brief page (August 2026) gives New Brunswick, Canada, and JURIST says he now lives in Phnom Penh. He is Canadian, which does not establish a country of residence at the time, so the person country is unknown.","court_countries":["TW"],"event_countries":[],"affected_person_countries":[]},"publication":{"basis":"Published under the 2026-09-15 charter as a first-person adverse experience of ordinary assistance (a chatbot used as the only translator of legal documents produced a wrong reading that the author acted on publicly). Uncorroborated, self-disclosed account by a named author in an edited commentary, with his own published correction; the conviction is recorded as context and not attributed to AI.","reviewed_on":"2026-09-30"},"ai_involvement":{"basis":"The author says he put every summons, ruling and prosecutor's letter into a consumer chatbot and that two systems gave conflicting readings of an oversight body's letter in 2025 (JURIST). The systems are not named and their outputs were not inspected; his media-brief page documents the resulting correction.","status":"reported"},"person_relations":["communicated_with"]},"name":"First-person account (JURIST commentary): a Canadian convicted in Taiwan who read his court documents only through consumer chatbots says two systems gave opposite readings of an oversight body's letter in 2025; he published the favourable reading, cited it to journalists and drafted a legal submission on it before the agency confirmed in writing that it was wrong","summary":"In a commentary published by JURIST on 29 September 2026, Ross Cline, a Canadian who lived in Taichung for 15 years and was convicted there under Taiwan's Personal Data Protection Act (six months' imprisonment; final at the Supreme Court on 16 October 2024), writes that across four years of proceedings no document was translated for him, some hearings had no interpreter, and he read every summons, ruling and prosecutor's letter through a consumer chatbot, 'the only version I had'. In 2025 he ran a letter from a Taiwanese oversight body (the Control Yuan, per his media-brief page) through two systems; they disagreed on its central holding. He believed the one that told him what he wanted to hear, published that reading, cited it to journalists and began building a legal submission on it. In October 2025 the agency confirmed in writing that its letter did not say that; he withdrew the claim, killed the submission before filing and rewrote his public materials so that the correction leads. His own media-brief page carries a correction notice withdrawing two earlier statements. He argues that machine translation has become the interpreter of record by default for unrepresented non-citizens, that a fluent wrong translation reads as authoritative, and that courts should enforce the existing right to an interpreter. His conviction itself is not attributed to the chatbot.","incidentDate":"2025-01-01","incidentKind":"bounded_series","incidentDatePrecision":"year","exposurePattern":"repeated_interactions","reportedDate":"2026-09-29","aiSystem":"Consumer AI chatbots used to translate Chinese-language court and agency documents (two unnamed systems)","aiProduct":"Unidentified chatbot","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["impaired_judgment","reputational_harm"],"harmOutcomeSummary":"A defendant relying on chatbot translation says a wrong but fluent rendering of an official letter led him to publish a false claim about his case, cite it to journalists and draft a legal submission on it, which he then had to retract and correct publicly (his own account in JURIST and on his media-brief page).","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":1,"otherPeopleHarmedMin":0,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the author, who used the chatbots himself (JURIST). Exact 1.","victimAgeRange":"adult","jurisdiction":"TW","platformType":"chatbot","outcomeStatus":"unknown","primarySourceUrl":"https://www.jurist.org/commentary/2026/09/when-court-interpretation-failed-in-taiwan-i-turned-to-a-chatbot/","primarySourceLabel":"JURIST Commentary, 29 September 2026: When Court Interpretation Failed in Taiwan, I Turned to a Chatbot (Ross Cline)","firstPublishedAt":"2026-09-30T04:13:53.222314+00:00","updatedAt":"2026-09-30T04:13:53.222314+00:00","scopeVersion":"facts-v3","tags":["first-person","chatbot","machine-translation","court-interpretation","legal-documents","taiwan","canadian-abroad","access-to-justice","communicated-with"]},{"id":"2026-south-africa-sassa-elife-certification-portal-facial-verification-failures-reported-by-pensioners","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"The eLife Certification was implemented on March 30, 2026, as a digital verification tool to curb fraud.","relation":"supports","source_id":"s1"},{"locator":"Beneficiaries who fail to complete the process risk having their grants suspended.","relation":"supports","source_id":"s1"},{"locator":"secure biometric verification through the electronic Know Your Client (eKYC) system","relation":"supports","source_id":"s2"},{"locator":"Beneficiaries who fail to complete life certification as directed may face payment delays or suspension of their grants.","relation":"supports","source_id":"s2"}],"assertion":"SASSA's eLife Certification is a self-service life certification on its online portal that uses biometric verification through its electronic Know Your Client (eKYC) system. IOL reports it was implemented on 30 March 2026. SASSA said beneficiaries who fail to complete life certification as directed may face payment delays or suspension of their grants.","causal_attribution":"The implementation date comes from IOL alone. SASSA statements read do not give a start date. The suspension consequence is SASSA's own stated rule and no suspension of either pensioner's grant is reported."},{"id":"c2","status":"reported","evidence":[{"locator":"SASSA would like to apologise to all our beneficiaries who could not access our self-service portal after they were notified to undertake the eLife Certification verification process by the Agency.","relation":"supports","source_id":"s2"},{"locator":"there were system glitches which led to delay and disruptions in completing eLife Certification, leading to long queues at SASSA offices.","relation":"supports","source_id":"s2"},{"locator":"the Agency can report that the challenge has been resolved.","relation":"supports","source_id":"s2"}],"assertion":"On 10 April 2026 SASSA apologised to beneficiaries who could not access its self-service portal after being notified to complete eLife Certification. It said system glitches linked to interfaces with other departments had caused delays and disruptions and long queues at its offices, and said the challenge had been resolved.","causal_attribution":"SASSA's own account of its portal. The statement does not mention facial recognition and attributes the glitches to interfaces with other departments."},{"id":"c3","status":"reported","evidence":[{"locator":"both pensioners, told IOL they had tried to complete the facial recognition option on the portal but to no avail.","relation":"supports","source_id":"s1"},{"locator":"We have been trying since Thursday, April 2, to do the selfie bit but it does not work after trying for 22 times","relation":"supports","source_id":"s1"}],"assertion":"A pensioner couple told IOL they had tried the facial recognition option on the eLife portal 22 times since 2 April 2026 without success. IOL published the account on 23 April 2026.","causal_attribution":"Single first-person account relayed by one outlet. The cause of the failures is not established. The department attributes facial verification problems in general to poor lighting, unstable connectivity or missing Home Affairs biometric records (see c6)."},{"id":"c4","status":"reported","evidence":[{"locator":"IOL has been inundated with emails and calls from beneficiaries nationwide claiming they were unable to complete the mandatory certification process.","relation":"supports","source_id":"s1"},{"locator":"beneficiaries cite consistent failures with facial recognition and one-time pins (OTPs).","relation":"supports","source_id":"s1"},{"locator":"The system just kept on loading and never went through to my profile. I have been struggling for three weeks","relation":"supports","source_id":"s1"},{"locator":"Then also indicated that the Department of Home Affairs is not available to verify my particulars","relation":"supports","source_id":"s1"}],"assertion":"IOL reported that beneficiaries nationwide contacted it to say they could not complete the certification and cited failures with facial recognition and one-time PINs. One pensioner said the site kept loading without reaching their profile for three weeks, and reported a one-time PIN rejection and a message that Home Affairs was not available to verify their particulars.","causal_attribution":"Unquantified accounts relayed by IOL. The pensioner who described the loading failure and the one-time PIN rejection did not describe a facial recognition failure."},{"id":"c5","status":"reported","evidence":[{"locator":"The Sassa portals are working as evidenced by the number of clients who have accessed the online services.","relation":"supports","source_id":"s1"},{"locator":"As of April 16, 2026, 13,644 (88%) of the 15,499 unique clients who accessed the online verification services via the client portal were successfully verified","relation":"supports","source_id":"s1"},{"locator":"However, Sassa admitted the system has been working intermittently.","relation":"supports","source_id":"s1"}],"assertion":"A SASSA spokesperson told IOL the portals are working and that, as of 16 April 2026, 13,644 (88%) of 15,499 unique clients who accessed the online verification services via the client portal were successfully verified. IOL reports SASSA admitted the system had been working intermittently.","causal_attribution":"SASSA's own figures and account, which were not independently verified. The figures count clients who accessed online verification and do not report how many failed the facial step."},{"id":"c6","status":"reported","evidence":[{"locator":"SASSA said most non-verification cases were driven by beneficiaries failing to respond to notifications, not completing life certification, or unsuccessful facial recognition attempts on online platforms.","relation":"supports","source_id":"s3"},{"locator":"In such cases, beneficiaries are redirected to fingerprint biometric verification at local offices.","relation":"supports","source_id":"s3"},{"locator":"The agency said it had recorded 7,779 complaints linked to its electronic facial biometric system","relation":"supports","source_id":"s3"},{"locator":"The department attributed facial verification issues to poor lighting, unstable connectivity, or missing biometric records at the Department of Home Affairs.","relation":"supports","source_id":"s3"},{"locator":"The agency said it had recorded 7 779 complaints linked to its electronic facial biometric system.","relation":"supports","source_id":"s4"}],"assertion":"IOL's 24 May 2026 report on a parliamentary reply says SASSA said most non-verification cases were driven by beneficiaries who did not respond to notifications, did not complete life certification, or had unsuccessful facial recognition attempts on online platforms, and that such beneficiaries are redirected to fingerprint verification at local offices. IOL says SASSA had recorded 7,779 complaints linked to its electronic facial biometric system and that the department attributed facial verification issues to poor lighting, unstable connectivity or missing biometric records at the Department of Home Affairs.","causal_attribution":"SASSA's account relayed by two outlets that share one reporter and one reply, so they are one chain. The reports do not date the complaints or say whether they concern eLife Certification or earlier online facial verification, and do not say how many were repeat complaints."},{"id":"c7","status":"reported","evidence":[{"locator":"with 67,868 grants suspended in the third quarter alone","relation":"supports","source_id":"s3"},{"locator":"a grant is suspended 2 months after a beneficiary was notified to conduct a review and has not yet done so","relation":"supports","source_id":"s3"},{"locator":"around 70 000 grants have been suspended due to beneficiaries failing to come forward for review","relation":"supports","source_id":"s5"}],"assertion":"The parliamentary reply reported 67,868 grants suspended in the third quarter (the reports do not identify the period) under a rule that a grant is suspended two months after a beneficiary was notified to conduct a review and has not yet done so. A Parliament committee statement of 5 February 2026 reported around 70,000 grants suspended for beneficiaries failing to come forward for review.","causal_attribution":"The suspension figures are context. No inspected report says how many suspensions followed a facial verification failure, and the committee statement predates the eLife implementation date reported by IOL."}],"effects":[{"label":"Pensioners reported repeated failures of the facial recognition step in a mandatory online life certification, with a stated risk of payment delay or grant suspension if it is not completed","claim_id":"c3","direction":"negative"},{"label":"SASSA reported delays, disruptions and long queues at its offices after beneficiaries could not use the self-service certification portal, which SASSA attributed to interfaces with other departments (its statement does not mention facial recognition)","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://iol.co.za/news/south-africa/2026-04-23-sassa-elife-certification-portal-beneficiaries-report-ongoing-glitches-despite-agency-denials/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"iol-elife-glitches-report"},{"id":"s2","url":"https://www.gov.za/news/media-statements/sassa-self-service-system-restored-following-earlier-challenges-10-apr-2026","kind":"official_statement","access":"read","language":"en","translation_note":"","independence_group":"sassa-10-apr-2026-statement"},{"id":"s3","url":"https://iol.co.za/news/south-africa/2026-05-24-sassas-biometric-rollout-leaves-thousands-without-grants-amid-fraud-crackdown/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"parliamentary-reply-iol-report"},{"id":"s4","url":"https://dailyvoice.co.za/news/2026-05-25-sassas-face-palm-facial-recognition-tech-linked-to-the-suspension-of-68-000-grants/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"parliamentary-reply-iol-report"},{"id":"s5","url":"https://www.parliament.gov.za/index.php/press-releases/media-statement-committee-notes-grant-reviews-are-necessary-protect-poor-and-public-funds","kind":"official_statement","access":"read","language":"en","translation_note":"","independence_group":"parliament-committee-5-feb-2026-statement"}],"version":1,"ai_roles":["institutional_use"],"contexts":["public_services","accessibility"],"unknowns":["The reports do not say how many of the 67,868 grant suspensions (third quarter, period not identified) followed unsuccessful facial recognition. The suspensions are governed by a review non-response rule, and a committee statement dated 5 February 2026 already reported around 70,000 suspensions before the eLife implementation date reported by IOL.","The 30 March 2026 implementation date comes from IOL only. The SASSA statements read do not give a start date.","SASSA's statement refers to facial recognition on online platforms in general. Neither IOL 24 May 2026 nor Daily Voice 25 May 2026 mentions eLife Certification, and IOL places the reply within a biometric verification rollout dated from September 2025 (compulsory biometric enrolment for new applicants, verified at local offices). Whether the 7,779 complaints and the redirections to fingerprint checks concern eLife Certification at all is not stated. Facial photo verification through the same eKYC system for Social Relief of Distress grant applicants was reported earlier (Biometric Update, August 2024, and Corruption Watch, January 2025) and is a separate earlier deployment that this case does not cover.","Whether the pensioner couple later completed certification, or whether any grant was delayed or suspended, is not reported.","The cause of the couple's failed attempts is not established (lighting, connectivity, missing Home Affairs records, or the facial matching itself).","SASSA said on 10 April 2026 that the problem was resolved, and IOL reported failures continuing on 23 April 2026. The 88% success figure is SASSA's and was not checked.","The pensioner accounts come from one outlet (IOL). A Joburg ETC article of the same date relays it and adds nothing independent.","IOL page dates were taken from the URLs (23 April and 24 May 2026) because the page bodies show only relative ages."],"geography":{"basis":"IOL reports social grant recipients across South Africa struggling with the portal, and the SASSA statement and parliamentary reply concern the South African Social Security Agency's beneficiaries.","court_countries":[],"event_countries":["ZA"],"affected_person_countries":["ZA"]},"publication":{"basis":"IOL (23 April and 24 May 2026), SASSA's 10 April 2026 statement on gov.za, Daily Voice and a Parliament committee statement were read in full. SASSA's and IOL's accounts are attributed and left at reported, and the pensioners' failures come from one outlet. The pensioners are not named. No inspected report attributes any grant suspension to facial verification failures.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The sources describe a facial recognition step in SASSA's eLife Certification portal, which uses biometric verification through the eKYC system and integration with Home Affairs systems, and IOL's 24 May 2026 report of a parliamentary reply refers to SASSA's electronic facial biometric system without saying whether it is the eLife portal. The vendor and model are not identified. The department attributes facial verification problems to poor lighting, unstable connectivity or missing Home Affairs biometric records, and a SASSA spokesperson says the portals work with intermittent downtime, so the cause of any individual failure is not established.","status":"reported"},"person_relations":["made_decision_about"]},"name":"South Africa: pensioners report repeated failures of the facial recognition step in SASSA's eLife certification portal, and SASSA reports disruptions and office queues","summary":"The South African Social Security Agency (SASSA) introduced an online eLife Certification (life certification) for grant beneficiaries that uses biometric verification through its electronic Know Your Client (eKYC) system. IOL reports the certification was implemented on 30 March 2026. SASSA says beneficiaries who do not complete life certification as directed may face payment delays or suspension. On 10 April 2026 SASSA apologised to beneficiaries who could not access the portal, said system glitches linked to interfaces with other departments had caused delays, disruptions and long queues at its offices, and said the problem was resolved. On 23 April 2026 IOL reported that a pensioner couple said they had tried the facial recognition option 22 times since 2 April without success, and that beneficiaries nationwide told IOL they could not complete the certification, citing failures with facial recognition and one-time PINs, with one pensioner also reporting a message that Home Affairs was not available to verify their particulars. A SASSA spokesperson said the portals work and that 13,644 (88%) of the 15,499 unique clients who accessed the online verification services by 16 April were verified, and IOL reports SASSA admitted the system has been working intermittently. In a May 2026 report on a parliamentary reply, IOL said SASSA stated that unsuccessful facial recognition attempts on online platforms were among the causes of non-verification (those beneficiaries are redirected to fingerprint checks at local offices) and that it had recorded 7,779 complaints linked to its electronic facial biometric system. The department attributed facial verification issues to poor lighting, unstable connectivity or missing biometric records at Home Affairs. Neither May report mentions the eLife portal, and IOL places the figures within a biometric verification rollout that it dates from September 2025. The reports do not say how many grants were suspended because of facial verification failures.","incidentDate":"2026-03-30","incidentKind":"bounded_series","incidentDatePrecision":"day","exposurePattern":"repeated_interactions","reportedDate":"2026-04-23","aiSystem":"Facial recognition step in SASSA's eLife Certification portal (biometric verification through the eKYC system, integrated with Home Affairs systems). Vendor and model not identified in the sources.","aiProduct":"SASSA eLife facial verification","aiCompany":"South African Social Security Agency (SASSA), deployer","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["other_material_harm"],"harmOutcomeSummary":"SASSA said glitches caused delays, disruptions and long queues at its offices, and a pensioner couple told IOL they had tried the facial recognition step 22 times since 2 April without success. SASSA warned that beneficiaries who do not complete life certification as directed may face payment delays or suspension. No inspected report says that either pensioner's grant was delayed or suspended.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":2,"affectedCountStatus":"partial","affectedCountEvidence":"IOL reports one pensioner couple (two people) who said the facial recognition step failed 22 times. IOL says it was inundated with emails and calls from beneficiaries nationwide and SASSA recorded 7,779 complaints, but complaints are not people and the number of beneficiaries who failed facial verification is not reported, so no larger count is recorded. The 67,868 grant suspensions are not counted because no inspected report attributes them to facial verification.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://iol.co.za/news/south-africa/2026-04-23-sassa-elife-certification-portal-beneficiaries-report-ongoing-glitches-despite-agency-denials/","primarySourceLabel":"IOL (23 Apr 2026)","firstPublishedAt":"2026-09-29T21:16:13.146866+00:00","updatedAt":"2026-09-30T01:17:54.03839+00:00","scopeVersion":"facts-v3","tags":["historical-2026"]},{"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"]}]}