{"meta":{"exportedAt":"2026-10-05T08:14:13.712Z","formatVersion":2,"selection":{"q":"allegations","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"2026","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":3,"coverage":{"cases":3,"countries":3,"languages":3,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":0,"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-us-uk-hachette-cancels-shy-girl-novel-after-ai-authorship-allegations","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"The Hachette Book Group said Thursday that it has canceled the publication of horror novel","relation":"supports","source_id":"s1"},{"locator":"where it was first released in November.","relation":"supports","source_id":"s1"},{"locator":"The US release of a horror novel has been cancelled by its publisher over concerns that AI was used to help write it.","relation":"supports","source_id":"s2"},{"locator":"Wildfire (in the UK) have decided to no longer continue publishing their edition","relation":"supports","source_id":"s2"},{"locator":"The title has also been removed from online retailers including Amazon","relation":"supports","source_id":"s3"},{"locator":"But it took until last Thursday for Hachette to pull the book from its website","relation":"supports","source_id":"s8"},{"locator":"March 19 , the New York Times landed a big story about allegations that a hyped horror novel called Shy Girl","relation":"supports","source_id":"s7"}],"assertion":"Hachette Book Group said on Thursday 19 March 2026 that it had cancelled the US publication of the horror novel Shy Girl by Mia Ballard (Orbit imprint) and would not continue the UK edition (Wildfire imprint, first released in November 2025). The Guardian reports the title was also removed from online retailers including Amazon.","causal_attribution":"The cancellation is Hachette’s own announcement, relayed by several outlets. Sources link it to allegations of AI use and to a review by the publisher. Whether AI was in fact used is unresolved (claim c7)."},{"id":"c2","status":"reported","evidence":[{"locator":"readers on platforms such as Goodreads and Reddit had questioned whether sections of the text bore hallmarks of AI-generated prose.","relation":"supports","source_id":"s3"},{"locator":"A widely shared Reddit thread drew hundreds of comments","relation":"supports","source_id":"s3"},{"locator":"amassed more than 1.2m views","relation":"supports","source_id":"s3"},{"locator":"one reviewer on the GoodReads website claimed the book appeared to be \"written by ChatGPT\"","relation":"supports","source_id":"s2"},{"locator":"In January, a Reddit post from a user who claimed to be a book editor generated significant discussion around","relation":"supports","source_id":"s5"},{"locator":"published online on January 19 by","relation":"supports","source_id":"s7"}],"assertion":"Readers alleged online that the novel’s text read as AI-generated: reviews on Goodreads, a widely shared Reddit thread, a January Reddit post by a user who said they were a book editor, and a YouTube video posted in January 2026 that had more than 1.2 million views.","causal_attribution":"Online opinion and analysis by readers. It is not evidence about who produced the text. Sources differ on when the earliest accusations appeared (see unknowns)."},{"id":"c3","status":"reported","evidence":[{"locator":"78.4 percent of the document is AI Generated","relation":"supports","source_id":"s7"},{"locator":"I soon confirmed this with two other services.","relation":"supports","source_id":"s7"},{"locator":"Originality and GPTZero","relation":"supports","source_id":"s7"},{"locator":"found evidence that 78 percent of the book is AI-generated","relation":"supports","source_id":"s5"},{"locator":"that large parts of Shy Girl appeared to show patterns characteristic of A.I.-generated writing.","relation":"supports","source_id":"s6"},{"locator":"to use these reports only for guidance, not as proof of guilt","relation":"context","source_id":"s7"},{"locator":"A.I. detection software, while improving, has been shown to be fallible at best","relation":"context","source_id":"s6"}],"assertion":"AI-detection results were reported as part of the case. A publishing consultant’s first-person account says a copy of the UK edition scored 78.4 percent AI-generated on the Pangram detector, that two other detection services gave confirming results, and that the consultant brought the findings to the New York Times. Futurism reports that the CEO of Pangram ran a test and found evidence that 78 percent of the book is AI-generated. Slate reports that the New York Times verified claims that large parts of the book appeared to show patterns characteristic of AI-generated writing.","causal_attribution":"Detector scores describe statistical patterns in a text. They do not establish who produced the text or whether a generative model was used. Detector reliability is contested in the sources, and the New York Times article that carried the verification was not read."},{"id":"c4","status":"reported","evidence":[{"locator":"following an investigation into the origins of the book.","relation":"supports","source_id":"s1"},{"locator":"the publisher confirmed it had halted publication after an internal review.","relation":"supports","source_id":"s3"},{"locator":"Although the publisher claimed the decision came after a thorough review of the text","relation":"supports","source_id":"s4"},{"locator":"lengthy investigation in recent weeks","relation":"supports","source_id":"s5"},{"locator":"remains committed to protecting original creative expression and storytelling","relation":"supports","source_id":"s2"}],"assertion":"Hachette said its decision followed a review or investigation of the book and cited its commitment to protecting original creative expression and storytelling. The Wall Street Journal report says the cancellation followed an investigation into the origins of the book, and Futurism relays a Hachette statement to the Journal that both its US and UK imprints conducted a lengthy investigation in recent weeks.","causal_attribution":"Publisher statements about its own process. The sources inspected do not report what the review or investigation found about AI use."},{"id":"c5","status":"reported","evidence":[{"locator":"concerns the day before the announcement.","relation":"supports","source_id":"s4"},{"locator":"shortly after the New York Times approached the publisher with evidence of AI use.","relation":"supports","source_id":"s8"},{"locator":"one Times article said that Hachette pulled the book within a day of first notification by the Times","relation":"supports","source_id":"s7"}],"assertion":"The New York Times asked Hachette about the AI concerns the day before the announcement, and the cancellation followed shortly after the Times approached the publisher with evidence of AI use. A consultant’s first-person account says a Times article reported that Hachette pulled the book within a day of first notification by the Times.","causal_attribution":"Timing reported by outlets that rely on the New York Times report, which was not read directly. The sequence shows what preceded the announcement and does not show what Hachette concluded."},{"id":"c6","status":"reported","evidence":[{"locator":"has denied using AI to write the book","relation":"supports","source_id":"s2"},{"locator":"hired to edit the original self-published version of the novel had used AI.","relation":"supports","source_id":"s2"},{"locator":"my mental health is at an all time low and my name is ruined for something I didn","relation":"supports","source_id":"s2"},{"locator":"Ballard has denied personally using AI to write the novel.","relation":"supports","source_id":"s3"},{"locator":"my mental health is at an all time low and my name is ruined for something I didn","relation":"supports","source_id":"s4"},{"locator":"pursuing legal action","relation":"supports","source_id":"s8"},{"locator":"did not personally use AI","relation":"supports","source_id":"s9"},{"locator":"please do your research on editors before trusting them with your work","relation":"supports","source_id":"s9"}],"assertion":"Ballard denied personally using AI to write the novel in an email to the New York Times and, per The Independent, in an email to the Wall Street Journal, and told the New York Times that an acquaintance hired to edit the original self-published version had used AI. Ballard wrote: \"This controversy has changed my life in many ways and my mental health is at an all time low and my name is ruined for something I didn’t even personally do\", and said legal action was being pursued.","causal_attribution":"The author’s own statements about the author’s own conduct and its effects. Ballard spoke publicly under that name in emails to the New York Times and the Wall Street Journal quoted by several outlets. The acquaintance is not named in the sources and no response from that person is reported."},{"id":"c7","status":"disputed","evidence":[{"locator":"found evidence that 78 percent of the book is AI-generated","relation":"supports","source_id":"s5"},{"locator":"78.4 percent of the document is AI Generated","relation":"supports","source_id":"s7"},{"locator":"has denied using AI to write the book","relation":"contradicts","source_id":"s2"},{"locator":"A.I. detection software, while improving, has been shown to be fallible at best","relation":"context","source_id":"s6"}],"assertion":"Whether, by whom and to what extent generative AI produced the text of the published novel is disputed. Detector results and reader analyses point to substantial AI-generated prose. Ballard denies personal use and attributes any AI use to a hired editor. No source inspected reports the editor’s account, an independent verification of authorship, or a finding by the publisher.","causal_attribution":"Causal attribution of the consequence to AI use rests on allegations and detector output that the author disputes. The consequence (cancellation) is a publisher decision responding to those allegations."}],"effects":[{"label":"Publisher cancelled the US edition and discontinued the UK edition of the author’s novel after allegations that it was AI-generated","claim_id":"c1","direction":"negative"},{"label":"Author reports damage to name and severely worsened mental health after the controversy","claim_id":"c6","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.wsj.com/business/media/publisher-pulls-shy-girl-horror-novel-after-ai-allegations-c7944702","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"wsj-shy-girl-report"},{"id":"s2","url":"https://www.bbc.com/news/articles/c5y9d44jj24o","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"nyt-shy-girl-report"},{"id":"s3","url":"https://www.theguardian.com/books/2026/mar/20/hachette-horror-novel-shy-girl-suspected-ai-use-mia-ballard","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"nyt-shy-girl-report"},{"id":"s4","url":"https://techcrunch.com/2026/03/21/publisher-pulls-horror-novel-shy-girl-over-ai-concerns","kind":"trade_press","access":"read","language":"en","translation_note":"","independence_group":"nyt-shy-girl-report"},{"id":"s5","url":"https://futurism.com/artificial-intelligence/novel-pulled-author-accused-ai","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"nyt-shy-girl-report"},{"id":"s6","url":"https://slate.com/culture/2026/03/shy-girl-mia-ballard-novel-a-i-book-horror-reddit-hachette-canceled.html","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"slate-shy-girl-reporting"},{"id":"s7","url":"https://thewalrus.ca/new-york-times-ai-generated-shy-girl-mia-ballard/","kind":"first_person_account","access":"read","language":"en","translation_note":"","independence_group":"consultant-first-person-account"},{"id":"s8","url":"https://www.publishersweekly.com/pw/by-topic/industry-news/publisher-news/article/100037-while-ai-discourse-rages-publishing-has-more-questions-than-answers.html","kind":"trade_press","access":"read","language":"en","translation_note":"","independence_group":"nyt-shy-girl-report"},{"id":"s9","url":"https://www.aol.com/articles/horror-novel-reportedly-pulled-publication-133355085.html","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"wsj-shy-girl-report"}],"version":1,"ai_roles":["others_use"],"contexts":["work"],"unknowns":["Whether generative AI produced any of the text, who used it and to what extent is unresolved. The author denies personal use and attributes any AI use to a hired editor. No source inspected reports that editor’s account, an independent authorship check, or what Hachette found.","The Wall Street Journal page was read as a truncated Wayback extract (three paragraphs, paywall). The New York Times article that first reported the story could not be read (HTTP 403 live and in Wayback captures). Statements attributed to the Times are read through BBC, The Guardian, TechCrunch, Futurism and Publishers Weekly.","Sources differ on when the first online accusations appeared. The Guardian says questions began in early 2026, and Futurism dates a Reddit post to January. Futurism also says accusations have swirled around the book since its self-published run last year, Slate says the rumblings began in January and even earlier, and a first-person account by a publishing consultant says the first accusations appeared online five or six months before Hachette’s July 2025 acquisition announcement and that a Reddit thread was a year old in early February 2026. No inspected source reports a consequence for the author from those earlier accusations. This record dates the event to the publisher’s decision on 19 March 2026, the first reported consequence for the author.","Detector reliability and the tested copy are contested. A Wall Street Journal opinion column on the reliability of the Pangram report was not read, and a summary of it on Wikipedia is not cited.","The author says legal action is being pursued. The target and any filing are not established by the sources inspected. A newsletter’s report of a $1 million lawsuit against Hachette had no filing or second source and is not relied on.","The US publication date is reported differently (April in BBC and Slate, 19 May in the Wall Street Journal). UK sales are reported as about 1,800 (Guardian, citing NielsenIQ) and almost 2,000 (BBC) copies. Neither is used as a harm count.","Whether existing UK copies were withdrawn or destroyed is not consistently reported. The Guardian says the title was removed from online retailers and would no longer be distributed in the UK.","The accusers on Reddit and YouTube, the consultant and the hired editor are not described individually beyond their role in the reporting."],"geography":{"basis":"Hachette cancelled the US release and discontinued the UK edition (BBC). The BBC describes the author as a US author, and The Independent, citing a Google Books author profile, reports a US residence. No court is involved in the sources inspected.","court_countries":[],"event_countries":["US","GB"],"affected_person_countries":["US"]},"publication":{"basis":"The publisher’s cancellation, its stated review, the online allegations, the AI-detector results and the author’s denial were read from the Wall Street Journal (truncated), BBC, The Guardian, TechCrunch, Futurism, Slate, Publishers Weekly, The Independent (via AOL) and a consultant’s first-person account. The author is named because the author spoke publicly under that name in emails to two newspapers. Every AI-related claim is attributed and AI involvement is recorded as disputed. The event is dated to the publisher’s decision on 19 March 2026, the first reported consequence for the author. Earlier reader accusations are recorded as context.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"AI-text detectors (Pangram, and per one first-person account Originality and GPTZero) scored the UK edition as largely AI-generated, and readers alleged the prose showed hallmarks of AI. The author denies personally using AI and says an acquaintance hired to edit the self-published version used it. Hachette cited a review of the text and its stance on original creative expression and did not state, in the sources inspected, what the review found. Detector reliability is contested.","status":"disputed"},"person_relations":["made_claim_about"]},"name":"US and UK: Hachette cancels the US edition of the novel Shy Girl and discontinues the UK edition after allegations it was AI-generated, with the author denying personal use of AI","summary":"On 19 March 2026 Hachette Book Group said it had cancelled the US publication of the horror novel Shy Girl by Mia Ballard (Orbit imprint) and would not continue the UK edition (Wildfire imprint, first released in November 2025). Reports say the decision followed an investigation by Hachette and came a day after the New York Times asked the publisher about online allegations that the text was largely AI-generated. The allegations came from readers on Goodreads, Reddit and YouTube and from AI-detector results, including a 78.4 percent AI-generated score on the Pangram detector that a publishing consultant says two other services confirmed. Ballard denied personally using AI in emails to the New York Times and the Wall Street Journal, and told the New York Times that an acquaintance hired to edit the original self-published version used AI. Ballard wrote that \"my name is ruined\" and \"my mental health is at an all time low\", and said legal action was being pursued. Hachette’s public statements cite its commitment to original creative expression. The sources inspected do not report what its investigation found. Whether AI generated any of the text, and who used it, is unresolved.","incidentDate":"2026-03-19","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"unknown","reportedDate":"2026-03-19","aiSystem":"Alleged generative-AI text production in the novel (the author denies personal use and attributes any AI use to a hired editor), and AI-text detectors (Pangram, and per one account Originality and GPTZero) whose scores were used to allege AI authorship","aiProduct":"Pangram AI-text detector","severity":"medium","verificationStatus":"disputed","harmCategories":[],"harmOutcomes":["professional_harm","reputational_harm","psychological_distress"],"harmOutcomeSummary":"Hachette cancelled the US publication and discontinued the UK edition of the author’s novel. The author wrote to the New York Times that \"my mental health is at an all time low and my name is ruined for something I didn’t even personally do\" (relayed by BBC and The Guardian). The author denies personally using AI.","frameworkFacets":[],"causationStatus":"disputed","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the author, reports harm (cancelled publication, damage to name and severely worsened mental health). The hired editor, readers who bought the book and the publisher are not counted as harmed persons.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://www.theguardian.com/books/2026/mar/20/hachette-horror-novel-shy-girl-suspected-ai-use-mia-ballard","primarySourceLabel":"The Guardian (20 Mar 2026)","firstPublishedAt":"2026-09-29T21:16:09.707267+00:00","updatedAt":"2026-09-30T01:17:57.941496+00:00","scopeVersion":"facts-v3","tags":["historical-2026"]},{"id":"2026-us-meta-26-employees-sue-alleging-ai-assisted-may-layoff-selection-penalized-protected-leave","caseFacts":{"claims":[{"id":"c1","status":"documented","evidence":[{"locator":"OAKLAND DIVISION","relation":"supports","source_id":"s1"},{"locator":"Filed 07/13/26","relation":"supports","source_id":"s1"},{"locator":"Plaintiffs initiated this lawsuit on July 13, 2026, bringing claims against Meta","relation":"supports","source_id":"s2"},{"locator":"A group of 26 Meta employees has sued the company, claiming it used artificial intelligence systems to select people for layoffs, disproportionately targeting those on medical, parental or family leave.","relation":"supports","source_id":"s6"}],"assertion":"On 13 July 2026 twenty-six anonymous plaintiffs (Does 1 through 26) filed a complaint against Meta Platforms, Inc. in the US District Court for the Northern District of California, Oakland division, alleging employment discrimination in the May 2026 reduction in force.","causal_attribution":"The filing of the complaint is documented by the court record. The complaint establishes only the plaintiffs’ allegations."},{"id":"c2","status":"reported","evidence":[{"locator":"activity-monitoring data, AI-token-usage dashboards, and algorithmically assisted","relation":"supports","source_id":"s1"},{"locator":"artificial-intelligence-assisted systems to score, rank, and select employees for inclusion","relation":"supports","source_id":"s1"},{"locator":"algorithmic productivity scoring drawn from keystroke, screen-content, mouse,","relation":"supports","source_id":"s1"},{"locator":"The parties dispute whether Meta utilized AI in deciding to terminate plaintiffs’","relation":"supports","source_id":"s2"},{"locator":"They claim that Meta used a number of internal AI-assisted systems to score and rank employees on a termination list.","relation":"supports","source_id":"s7"}],"assertion":"The complaint alleges, on information and belief, that Meta used a set of internal AI-assisted systems to score, rank and select employees for the termination list: the Metamate internal large-language-model assistant, employee-trained \"second brain\" agents, keystroke and other activity-monitoring data, AI-token-usage dashboards, and algorithmically assisted performance ranking and calibration.","causal_attribution":"These are the plaintiffs’ allegations, pleaded on information and belief and supported by plaintiff declarations that were not inspected (they are quoted in the complaint and the order). Meta disputes them (claim c4). The news reports and the court order restate the complaint and are one reporting chain with it."},{"id":"c3","status":"reported","evidence":[{"locator":"be accumulated by an employee who is on protected medical or family leave, or whose","relation":"supports","source_id":"s1"},{"locator":"protected-leave-takers or accommodation-seekers for individualized human review. Meta","relation":"supports","source_id":"s1"},{"locator":"On information and belief, Meta did not neutralize any of the foregoing inputs for","relation":"supports","source_id":"s1"},{"locator":"result was that employees who took protected leaves were disproportionately selected for","relation":"supports","source_id":"s1"},{"locator":"Plaintiffs are twenty-six current and former Meta employees, each of whom Meta","relation":"supports","source_id":"s1"},{"locator":"selected for separation in the RIF, and each of whom","relation":"supports","source_id":"s1"},{"locator":"About half the plaintiffs had taken leave for caregiving or pregnancy-related reasons.","relation":"supports","source_id":"s6"}],"assertion":"The complaint alleges that the inputs to these systems cannot be accumulated by an employee on protected medical, family or parental leave, that Meta did not neutralise them for protected leave, and that employees who took protected leave were therefore disproportionately selected for layoff. It states that each plaintiff was selected for separation in the reduction in force and had, within the 24 months before it, taken, requested or been approved for protected leave, or requested or received a disability accommodation.","causal_attribution":"Allegation of the plaintiffs. The court found on 17 July 2026 only serious questions going to the merits and no likelihood of success on that record (claim c5). Whether any AI system affected any plaintiff’s selection is unresolved."},{"id":"c4","status":"reported","evidence":[{"locator":"Workforce management and organizational decisions were and are made by people, not AI.","relation":"supports","source_id":"s6"},{"locator":"selection decisions in the RIF were “made by human","relation":"supports","source_id":"s2"},{"locator":"promotion history over a defined period. There was no AI-","relation":"supports","source_id":"s2"},{"locator":"was selected based on leave status, disability, or any other protected characteristic,","relation":"supports","source_id":"s2"},{"locator":"“selection decision [was] made by ‘AI.’” Id. ¶ 11.","relation":"supports","source_id":"s2"},{"locator":"Selection decisions were made by human business leaders","relation":"supports","source_id":"s9"},{"locator":"defined period. There was no AI-assisted “scoring” or “ranking” related to employee","relation":"supports","source_id":"s9"},{"locator":"guidance does not permit AI adoption and usage metrics to be used as negative factors in","relation":"supports","source_id":"s3"},{"locator":"performance reviews in 2025 or as selection criteria in the RIF.","relation":"supports","source_id":"s3"}],"assertion":"Meta denies the allegations. A Meta spokesperson said workforce management and organisational decisions were made by people, not AI. In declarations filed by a Meta human-resources director, Meta states that selection decisions were made by human business leaders using documented neutral criteria, that no AI-assisted scoring or ranking of employee performance was used, that no plaintiff was selected on the basis of leave status or disability, and that no selection decision was made by AI.","causal_attribution":"Meta’s statements and declarations about its own process. They are a party account and had been tested only through briefing and court hearings (claims c5 and c7), not in discovery."},{"id":"c5","status":"documented","evidence":[{"locator":"described below, the TRO is DENIED.","relation":"supports","source_id":"s2"},{"locator":"The parties dispute whether Meta utilized AI in deciding to terminate plaintiffs’","relation":"supports","source_id":"s2"},{"locator":"plaintiffs have not shown a likelihood of success on the merits, but rather a “serious question[]”","relation":"supports","source_id":"s2"},{"locator":"Loss of health care, employment, protected leave, and unvested restricted stock units (“RSUs”) are","relation":"supports","source_id":"s2"},{"locator":"Loss of immigration status is different. Four of the plaintiffs have employment-based,","relation":"supports","source_id":"s2"},{"locator":"they were not in the rooms where it happened.","relation":"supports","source_id":"s2"}],"assertion":"On 17 July 2026 the court denied the plaintiffs’ motion for a temporary restraining order. The order records that the parties dispute whether Meta used AI in deciding to terminate the plaintiffs, finds serious questions going to the merits but no shown likelihood of success on that record, finds that loss of health care, employment, protected leave and unvested equity can be remedied in arbitration, and treats the possible loss of immigration status for four plaintiffs with Meta-sponsored visas as a potentially irreparable harm that needed more information.","causal_attribution":"A court order establishes what the court ruled and recorded. It does not establish that AI was or was not used in the selection."},{"id":"c6","status":"reported","evidence":[{"locator":"On May 20, 2026, Meta began notifying the selected employees by email, beginning with","relation":"supports","source_id":"s1"},{"locator":"finalized on or about July 22, 2026 (and on or about August 20, 2026 for New York","relation":"supports","source_id":"s1"},{"locator":"laid off on May 20, 2026.” Complaint (“Compl.”) [Dkt. No. 1] ¶ 45 (the “mass reduction in force”","relation":"supports","source_id":"s2"},{"locator":"Though they have been notified of their layoffs, all 26 remain employed by Meta, with separations set to begin July 22.","relation":"supports","source_id":"s6"},{"locator":"Meta in May notified nearly 8,000 employees, or about 10% of its global workforce, that they were losing their jobs","relation":"supports","source_id":"s7"},{"locator":"Laid-off workers remain on the payroll but lost access to Meta systems on May 20","relation":"supports","source_id":"s7"}],"assertion":"Meta began notifying employees selected in the reduction in force on 20 May 2026 (about 8,000 employees, roughly 10 percent of its workforce). The complaint says the plaintiffs were notified of their selection from that date, and that separations were scheduled for about 22 July 2026 (later for some plaintiffs). Meta said in court filings that laid-off workers stayed on the payroll but lost access to Meta systems on 20 May.","causal_attribution":"The notification date and the scheduled separation dates come from the complaint and Meta court filings as relayed by Reuters. The sources inspected do not report whether each separation took place on its scheduled date, although Courthouse News called the plaintiffs former employees on 24 August 2026."},{"id":"c7","status":"reported","evidence":[{"locator":"Hearing on Motion for Preliminary Injunction conducted via videoconference. The Court","relation":"supports","source_id":"s5"},{"locator":"summarizes tentative. Argument of counsel heard. Motion taken under submission; written order","relation":"supports","source_id":"s5"},{"locator":"I have a record I have to deal with and the record at the moment does not persuade me of the merits","relation":"supports","source_id":"s8"},{"locator":"categorical denial of any impact of AI in the termination process","relation":"supports","source_id":"s8"},{"locator":"whether what plaintiffs think happened, happened","relation":"supports","source_id":"s8"}],"assertion":"The court held a hearing on the plaintiffs’ preliminary injunction motion on 24 August 2026, heard argument and took the motion under submission with a written order to follow. Courthouse News reports that the judge said the record at that time did not persuade the judge of the merits, that the plaintiffs’ evidence raised some potential questions about Meta’s categorical denial of any impact of AI in the termination process, and that the case turns on whether what plaintiffs think happened, happened.","causal_attribution":"The minute entry documents that the hearing occurred and the motion was taken under submission. The judge’s remarks are reported by one news outlet and the transcript was not inspected. No written ruling on the preliminary injunction was found as of 29 September 2026."},{"id":"c8","status":"documented","evidence":[{"locator":"and only Plaintiff Doe 20, hereby voluntarily dismisses","relation":"supports","source_id":"s10"},{"locator":"remain parties and continue to prosecute this action","relation":"supports","source_id":"s10"},{"locator":"Doe 20 was voluntarily dismissed from this action on August 3, 2026 pursuant to Federal","relation":"supports","source_id":"s4"},{"locator":"is made on behalf of Doe 20, and no relief is sought on Doe 20’s behalf.","relation":"supports","source_id":"s4"}],"assertion":"One plaintiff (Doe 20) voluntarily dismissed all of that plaintiff’s claims without prejudice on 3 August 2026 (Dkt. 33), and the notice states that Does 1 through 19 and 21 through 26 remain parties. No reason is given in the notice.","causal_attribution":"A filing by the plaintiffs’ counsel records the dismissal. It does not say whether that plaintiff was selected in the reduction in force or why the dismissal was made."},{"id":"c9","status":"reported","evidence":[{"locator":"They recognize that their claims must be arbitrated, and they have initiated arbitration proceedings","relation":"supports","source_id":"s2"},{"locator":"with the American Arbitration Association (AAA). Here, they seek a temporary restraining order:","relation":"supports","source_id":"s2"},{"locator":"while they pursue their claims in private arbitration","relation":"supports","source_id":"s7"},{"locator":"from this Court only the status-quo-preserving provisional relief that Meta’s own","relation":"supports","source_id":"s1"},{"locator":"G. Reserve to the arbitral forum all relief on the merits, including but not limited to","relation":"supports","source_id":"s1"}],"assertion":"The 17 July 2026 order records that the plaintiffs recognize their claims must be arbitrated and that they have initiated arbitration proceedings with the American Arbitration Association. The complaint says the plaintiffs seek from the court only status-quo-preserving provisional relief pending an independent audit of the selection process and arbitration of the merits, and it reserves merits relief such as reinstatement, back pay and damages to the arbitral forum.","causal_attribution":"The order records the plaintiffs’ own statement about their arbitration filings. The arbitration itself is confidential and its progress is unknown."}],"effects":[{"label":"Employees on or after protected leave allegedly disproportionately selected for layoff by an AI-assisted process that did not account for leave (disputed by Meta)","claim_id":"c3","direction":"negative"},{"label":"Plaintiffs notified of selection for termination on 20 May 2026, with separations scheduled from 22 July 2026 and possible loss of health coverage, unvested equity and (for four plaintiffs) work-visa status","claim_id":"c6","direction":"negative"}],"sources":[{"id":"s1","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.1.0.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"meta-complaint"},{"id":"s2","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.25.0.pdf","kind":"court_order","access":"read","language":"en","translation_note":"","independence_group":"ndcal-court-record"},{"id":"s3","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.42.1_1.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"meta-court-declarations"},{"id":"s4","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.46.0.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"ndcal-court-record"},{"id":"s5","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.49.0.pdf","kind":"court_record","access":"read","language":"en","translation_note":"","independence_group":"ndcal-court-record"},{"id":"s6","url":"https://www.cbsnews.com/news/26-meta-workers-sue-ai-aided-layoffs-medical-family-leave/","kind":"wire_report","access":"read","language":"en","translation_note":"","independence_group":"meta-complaint"},{"id":"s7","url":"https://www.spokesman.com/stories/2026/jul/17/us-judge-wont-block-meta-from-laying-off-workers-w/","kind":"wire_report","access":"read","language":"en","translation_note":"","independence_group":"reuters-tro-coverage"},{"id":"s8","url":"https://www.courthousenews.com/meta-workers-claiming-ai-fired-them-unlikely-to-see-relief/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"courthouse-news-hearing"},{"id":"s9","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.31.0.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"meta-court-declarations"},{"id":"s10","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.33.0.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"ndcal-court-record"}],"version":1,"ai_roles":["institutional_use"],"contexts":["work","health"],"unknowns":["Whether any AI system scored, ranked or selected any plaintiff is unresolved. The complaint pleads it on information and belief. Meta denies it in declarations. No discovery had occurred in the sources inspected, and the judge said on 17 July 2026 that plaintiffs were not in the rooms where the selections happened.","The sources inspected do not show how many people beyond the plaintiffs were selected because of leave, or how many of the roughly 8,000 laid-off employees were scored by any AI-assisted system. Only the plaintiffs are counted as reported harmed.","The order on the preliminary injunction motion (argued 24 August 2026, taken under submission) had not been found by 29 September 2026. The hearing remarks were read only through one news report and the transcript was not inspected.","Whether each plaintiff’s separation took place on its scheduled date (22 July 2026 for most, later for some) is not stated in the sources inspected. Reuters and CBS/AP describe the plaintiffs as still employed in July, and Courthouse News called them former employees on 24 August 2026.","One plaintiff (Doe 20) was voluntarily dismissed on 3 August 2026 and no reason is stated. The affected count therefore uses 25.","The complaint and declarations contain individual medical, pregnancy and immigration details. They are anonymised in the public copies and are deliberately not described here.","Reuters and WSJ pages for the initial filing could not be read (HTTP 401). Reuters coverage of the 17 July ruling was read through a Spokesman-Review copy. The Law.com article was behind a subscription wall and was not cited.","The complaint alleges that data captured by a separate Meta employee-monitoring program (the Model Capability Initiative) supplied inputs to the selection process, and Meta denies that AI was used in the selection. That program’s own privacy and security consequences are a different event, recorded as 2026-meta-mci-us-employee-keystroke-and-screen-capture-for-ai-training-then-internal-data-exposure, and are not part of this record."],"geography":{"basis":"The complaint states that the plaintiffs worked in California, Illinois, Washington, New York, the District of Columbia, Pennsylvania and Florida and the suit is in the US District Court for the Northern District of California. Meta also notified employees in other countries in the same reduction in force, but no plaintiff outside the US is described.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"The complaint, the court order denying the temporary restraining order, two Meta declarations, the plaintiffs’ notice of dismissal of one plaintiff and the hearing minute entry were read from the court record (CourtListener copies), with CBS/AP, Reuters and Courthouse News reports. Every AI-related statement is attributed. The plaintiffs are anonymous in the record and are not described individually. Meta denies that AI made or informed any selection decision and the court has not resolved the dispute.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The complaint alleges, on information and belief, that Meta used internal AI-assisted systems (Metamate, second-brain agents, activity-monitoring scoring, AI-token-usage dashboards, algorithmic ranking and calibration) to score, rank and select employees for the 20 May 2026 termination list. Meta’s declarations say selection decisions were made by human business leaders and that there was no AI-assisted scoring or ranking related to employee performance, and the court described the declarations as saying Meta did not use AI in any way with respect to the RIF. The court recorded that the parties dispute whether Meta used AI in deciding to terminate the plaintiffs and found on 17 July 2026 that the plaintiffs had not shown a likelihood of success on the current record. On 24 August 2026 the judge said the plaintiffs’ evidence raised some potential questions about Meta’s categorical denial. No discovery had tested Meta’s account in the sources inspected.","status":"disputed"},"person_relations":["made_decision_about","made_claim_about"]},"name":"US: 26 Meta employees sue alleging an AI-assisted May 2026 layoff selection penalized workers on protected leave, Meta says people made the decisions","summary":"On 20 May 2026 Meta began notifying about 8,000 employees (roughly 10 percent of its workforce) that they had been selected for layoff. On 13 July 2026 twenty-six anonymous employees who had taken or requested medical, pregnancy, parental or family leave, or a disability accommodation, sued Meta in the US District Court for the Northern District of California. The complaint alleges, on information and belief, that Meta used internal AI-assisted systems (including the Metamate assistant, keystroke and activity monitoring, AI-token-usage dashboards and algorithmic performance ranking) to score, rank and select employees, and that these inputs could not accumulate during protected leave, so plaintiffs on leave were disproportionately selected. Meta says workforce decisions were made by people, not AI, and that no selection decision was made by AI. On 17 July 2026 the court denied a temporary restraining order, recording that the parties dispute whether Meta used AI in the terminations and finding serious questions on the merits but no shown likelihood of success. One plaintiff was voluntarily dismissed on 3 August 2026. The preliminary injunction motion was argued on 24 August 2026 and taken under submission. The plaintiffs are pursuing their merits claims in arbitration and the allegations are unproven.","incidentDate":"2026-05-20","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"unknown","reportedDate":"2026-07-14","aiSystem":"Meta internal AI-assisted systems alleged in the complaint: the Metamate internal LLM assistant, employee-trained \"second brain\" agents, keystroke and activity-monitoring productivity scoring, AI-token-usage dashboards and AI-assisted performance calibration (Meta denies AI was used in selecting employees for the layoff)","aiProduct":"Meta internal AI systems (reported)","aiCompany":"Meta Platforms, Inc.","severity":"medium","verificationStatus":"disputed","harmCategories":[],"harmOutcomes":["professional_harm"],"harmOutcomeSummary":"The complaint alleges that 26 employees were selected for termination in Meta’s May 2026 reduction in force through an AI-assisted process that penalised protected leave, with separations scheduled from 22 July 2026 and asserted losses of employer-subsidised health coverage, unvested equity and, for four plaintiffs, work-visa status. Meta denies that AI was used in the selections. The court found the alleged harms other than immigration status remediable in arbitration and has not decided the merits.","frameworkFacets":[],"causationStatus":"disputed","participantUsersAffectedMin":0,"otherPeopleHarmedMin":25,"affectedCountStatus":"documented_minimum","affectedCountEvidence":"The complaint states that each of 26 plaintiffs was selected for separation in the May 2026 reduction in force. One plaintiff was voluntarily dismissed on 3 August 2026 without a stated reason, so 25 active plaintiffs are counted as a documented minimum. The roughly 8,000 other employees notified in the reduction in force are not counted because no source ties their selection to the alleged AI process.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://storage.courtlistener.com/recap/gov.uscourts.cand.474171/gov.uscourts.cand.474171.1.0.pdf","primarySourceLabel":"Complaint, Does 1 through 26 v. Meta Platforms, Inc. (N.D. Cal., filed 13 Jul 2026)","firstPublishedAt":"2026-09-29T21:16:06.345461+00:00","updatedAt":"2026-09-30T01:17:57.733761+00:00","scopeVersion":"facts-v3","tags":["historical-2026"]},{"id":"2026-orelien-goncourt-selection-removed-ai-detector-accusation","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Le 21 septembre, le compte « Balance ton Claude », jusque-là peu connu, affirme avoir soumis plusieurs extraits de C’était ça ou mourir au logiciel américain Pangram, spécialisé dans la détection de textes potentiellement générés par intelligence artificielle. Certains passages auraient obtenu des scores allant jusqu’à 100 % de probabilité de génération par IA.'","relation":"supports","source_id":"s3"},{"locator":"'Les premières accusations ont été portées lundi par un compte anonyme sur X, mettant en avant le verdict du détecteur d'IA Pangram. L'essayiste Samuel Fitoussi a confirmé vendredi être derrière ce compte, Balance ton Claude, assurant n'être qu'un des membres d'un collectif.'","relation":"supports","source_id":"s1"}],"assertion":"The accusation began when an anonymous X account, Balance ton Claude, said it had run excerpts of the novel through the Pangram AI-detection software, with some passages scoring up to 100 per cent probability of AI generation; essayist Samuel Fitoussi later said he was one of the people behind the account.","causal_attribution":"Account of how the accusation arose, as reported."},{"id":"c2","status":"reported","evidence":[{"locator":"'L'Académie Goncourt a annoncé, vendredi 25 septembre, la \"suppression\" du roman C'était ça ou mourir de Thélyson Orélien de sa première sélection'; 'L'ouvrage \"est selon toute vraisemblance très largement le produit d'une intelligence artificielle\", justifie-t-elle après plusieurs jours de polémique, expliquant se reposer sur le \"résultat convergent de plusieurs analyses de chercheurs et journalistes dignes de foi\".'; 'L'Académie Goncourt justifie également sa décision par \"des plagiats dont son auteur s'est rendu coupable au fil du temps et qui viennent d'être révélés\", qui ne concernent pas son roman mais au moins une nouvelle et des articles publiés au Canada.'","relation":"supports","source_id":"s1"},{"locator":"'L'Académie Goncourt a annoncé vendredi qu'elle retirait le roman de l'auteur canado-haïtien Thélyson Orélien de sa sélection pour le prix Goncourt en raison des accusations de plagiat et d'utilisation de l'intelligence artificielle (IA) le visant.'","relation":"supports","source_id":"s2"}],"assertion":"On 25 September 2026 the Académie Goncourt removed the novel from its first selection, stating that it is in all likelihood very largely the product of an artificial intelligence on the basis of several analyses by researchers and journalists, and also citing plagiarism by the author in older texts published in Canada that do not concern the novel.","causal_attribution":"The Académie's stated reasons combine AI analyses and plagiarism findings; the weight given to the Pangram results is not stated. The communiqué itself was not read directly."},{"id":"c3","status":"reported","evidence":[{"locator":"'L'écrivain canado-haïtien conteste avoir eu recours à l'intelligence artificielle, et a dénoncé jeudi une \"volonté\" de le \"faire taire\".'","relation":"supports","source_id":"s1"},{"locator":"'Il explique que son style, marqué notamment par les répétitions et certains rythmes propres à son univers linguistique et culturel, pourrait être interprété à tort par des outils automatisés.'","relation":"supports","source_id":"s3"}],"assertion":"Orélien denies using artificial intelligence to write the novel and says its repetitions and rhythms reflect his linguistic and cultural background and may be misread by automated tools.","causal_attribution":"The author's denial; the Académie and the accusers maintain the contrary. No decisive evidence either way is reported."},{"id":"c4","status":"reported","evidence":[{"locator":"'Les éditions du Boréal, basées à Montréal, ont annoncé suspendre \"les activités promotionnelles\" autour du livre'; '\"Malheureusement, il nous est impossible à ce stade-ci d'infirmer ou de confirmer les allégations auxquelles l'auteur fait face\", a expliqué Boréal'","relation":"supports","source_id":"s2"},{"locator":"'Au Canada, les Éditions du Boréal ont suspendu les activités promotionnelles entourant le roman'","relation":"supports","source_id":"s3"}],"assertion":"His Montreal publisher, Éditions du Boréal, suspended promotional activities around the book, saying it could neither confirm nor refute the allegations.","causal_attribution":"Publisher statement as reported; the suspension followed both the AI and plagiarism allegations."}],"effects":[{"label":"novel removed from the Goncourt prize selection after accusations, based partly on AI-detector scores, that it was largely AI-generated","claim_id":"c2","direction":"negative"},{"label":"publisher suspended promotion of the book pending the allegations","claim_id":"c4","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.franceinfo.fr/culture/livres/le-roman-de-thelyson-orelien-supprime-de-la-selection-du-prix-goncourt-en-raison-de-soupcons-de-recours-a-l-intelligence-artificielle-et-d-accusations-de-plagiats_8209475.html","kind":"news_report","access":"read","language":"fr","translation_note":"Read live in French on 2026-09-28; bylined 'franceinfo avec AFP'. Quotes the Académie communiqué. Researcher translation.","independence_group":"goncourt-communique-afp"},{"id":"s2","url":"https://www.rts.ch/info/culture/livres/2026/article/thelyson-orelien-l-essayiste-samuel-fitoussi-dit-avoir-lance-la-polemique-29367142.html","kind":"news_report","access":"read","language":"fr","translation_note":"Read live in French on 2026-09-28 (25 September 2026). No wire credit visible in the saved text but the account parallels the AFP copy; treated as the same chain. Researcher translation.","independence_group":"goncourt-communique-afp"},{"id":"s3","url":"https://www.juno7.ht/thelyson-orelien-polemique-ia-goncourt-pangram/","kind":"news_report","access":"read","language":"fr","translation_note":"Read live in French on 2026-09-28 (26 September 2026). A Haitian synthesis of published reporting with no independent sourcing; treated as the same chain. Researcher translation.","independence_group":"goncourt-communique-afp"},{"id":"s4","url":"https://t24.com.tr/dunya/odullu-yazarin-romanina-yapay-zek-suclamasi-adayliktan-cikarildi,1350116","kind":"news_relay","access":"read","language":"tr","translation_note":"Read live in Turkish on 2026-09-28 (27 September 2026); relay of the same reporting. Researcher translation.","independence_group":"goncourt-communique-afp"}],"version":1,"ai_roles":["others_use"],"contexts":["work"],"unknowns":["Whether generative AI was used to write the novel; the author denies it.","Which analyses by researchers and journalists the Académie relied on, and how much weight it gave the Pangram scores relative to the plagiarism findings.","The novel's status on the Femina, Médicis and Renaudot lists after the Goncourt decision.","The author's own account of personal or financial effects beyond the public statements reported."],"geography":{"basis":"The decision was taken by the Académie Goncourt for the French literary prize (franceinfo) while the author was in France promoting the book (RTS). The author is described as Canadian-Haitian and his publisher is in Montreal, but his country of residence is not stated in the read sources, so no affected-person country is recorded.","court_countries":[],"event_countries":["FR"],"affected_person_countries":[]},"publication":{"basis":"Published under the 2026-09-15 charter as a contextual case (an AI-detection tool's output about his text launched public accusations of AI authorship, and the Académie Goncourt then removed his novel, citing unnamed analyses finding it probably AI-generated as well as separate plagiarism). AI authorship is disputed and unproven, and the decision also rested on separate plagiarism findings; the record states both. The author is a public figure; all read sources derive from the same public statements and AFP-led reporting.","reviewed_on":"2026-09-28"},"ai_involvement":{"basis":"The Pangram AI-detection software was used by the accusing account to score excerpts of the novel as AI-generated (franceinfo; RTS; juno7). That generative AI was used to write the novel is disputed: the author denies it. The Académie relied on unspecified analyses by researchers and journalists, not solely on Pangram.","status":"reported"},"person_relations":["made_claim_about"]},"name":"France: the Académie Goncourt removes Thélyson Orélien's bestselling novel from its prize selection, saying it is in all likelihood largely AI-generated, days after an anonymous X account publicised Pangram AI-detector scores; the author denies using AI, and the Académie also cites separate plagiarism in his older texts","summary":"On 21 September 2026 an anonymous X account, Balance ton Claude, said it had run excerpts of Thélyson Orélien's debut novel C'était ça ou mourir through the American AI-detection software Pangram, with some passages scoring up to 100 per cent probability of AI generation. On 25 September the Académie Goncourt removed the novel from the first selection of sixteen books for its 2026 prize, stating that the work is 'in all likelihood very largely the product of an artificial intelligence', based on 'the convergent result of several analyses by researchers and journalists', and also citing plagiarism in older texts by the author published in Canada (at least one short story and articles), which do not concern the novel. Orélien, a 38-year-old Canadian-Haitian writer whose novel had won the Fnac novel prize, denies using AI and says its repetitions and certain rhythms reflect his linguistic and cultural world and may be misread by automated tools. His Montreal publisher Boréal suspended promotional activities, saying it could neither confirm nor refute the allegations. Essayist Samuel Fitoussi said he was one of the people behind the account. Whether AI was used to write the novel is disputed; AI-detector reliability is itself contested in the coverage.","incidentDate":"2026-09-21","incidentEndDate":"2026-09-25","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"unknown","reportedDate":"2026-09-25","aiSystem":"Pangram, an AI-text detection tool, used by the Balance ton Claude account to score excerpts of the novel (juno7; RTS; franceinfo); the alleged use of a generative-AI model to write the novel is denied by the author and unproven","aiProduct":"Pangram AI-text detector","severity":"medium","verificationStatus":"disputed","harmCategories":[],"harmOutcomes":["professional_harm","reputational_harm"],"harmOutcomeSummary":"The author's novel was removed from the Goncourt prize selection and his publisher suspended its promotion after public accusations, based partly on AI-detector scores, that the book was largely AI-generated; he denies using AI and the Académie also cited separate plagiarism (franceinfo with AFP; RTS; juno7).","frameworkFacets":[],"causationStatus":"disputed","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the author Thélyson Orélien, whose novel was removed from the selection (franceinfo; RTS). Exact 1.","victimAgeRange":"adult","jurisdiction":"FR","platformType":"other","outcomeType":"internal_action","outcomeStatus":"resolved","primarySourceUrl":"https://www.franceinfo.fr/culture/livres/le-roman-de-thelyson-orelien-supprime-de-la-selection-du-prix-goncourt-en-raison-de-soupcons-de-recours-a-l-intelligence-artificielle-et-d-accusations-de-plagiats_8209475.html","primarySourceLabel":"franceinfo (with AFP), 25 September 2026: Le roman de Thélyson Orélien supprimé de la sélection du prix Goncourt en raison de soupçons de recours à l'intelligence artificielle et d'accusations de plagiats","firstPublishedAt":"2026-09-28T03:31:42.415125+00:00","updatedAt":"2026-09-30T01:17:48.719742+00:00","scopeVersion":"facts-v3","tags":["ai-detection","ai-detector-accusation","literary-prize","goncourt","pangram","france","disputed","made-claim-about"]}]}