{"meta":{"exportedAt":"2026-09-30T07:16:46.655Z","formatVersion":2,"selection":{"q":"fir","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"2025","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":10,"coverage":{"cases":10,"countries":4,"languages":1,"unknownLocation":1,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":1,"regulatory":0,"minors":1,"coreRelations":0,"contextualRelations":10,"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":"2025-birmingham-maccabi-tel-aviv-away-fan-ban-police-report-false-match-attributed-to-copilot","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"However, I am concerned about the accuracy of the written report that WMP gave the Chair of the SAG for the meeting on 24 October 2025.","relation":"supports","source_id":"s1"},{"locator":"It contained several inaccuracies","relation":"supports","source_id":"s1"},{"locator":"“The most recent match Maccabi Tel Aviv played in the UK was against West Ham United in the UEFA Europa Conference League group stage on 9th November 2023”","relation":"supports","source_id":"s1"},{"locator":"As has been widely reported, there was no such fixture.","relation":"supports","source_id":"s1"},{"locator":"the inclusion of a fictitious match between Maccabi Tel Aviv and West Ham in police intelligence","relation":"supports","source_id":"s2"},{"locator":"which had never taken place","relation":"supports","source_id":"s2"}],"assertion":"A written West Midlands Police report given to Birmingham City Council's Safety Advisory Group for its 24 October 2025 meeting stated that Maccabi Tel Aviv's most recent UK match was against West Ham United on 9 November 2023, and no such fixture existed. The Chief Constable later acknowledged that a fictitious match between the two clubs had been included in police intelligence.","causal_attribution":"The inspectorate review of the report and the Chief Constable's admission of the error (as relayed by the Guardian) are separate chains. The Guardian describes the fictitious match as included in police intelligence and does not name the 24 October report. The link to the report rests on the inspectorate letter. The letter is preliminary, and the inspectorate says its views may develop or change."},{"id":"c2","status":"reported","evidence":[{"locator":"This interviewee told us in clear terms that the erroneous statement was the result of a search the force carried out using Microsoft Copilot.","relation":"supports","source_id":"s1"},{"locator":"the force didn’t use artificial intelligence (AI) tools in the preparation of the SAG report","relation":"supports","source_id":"s1"},{"locator":"arose as a result of a use of Microsoft Copilot","relation":"supports","source_id":"s2"},{"locator":"had previously told MPs that the force did not use AI","relation":"supports","source_id":"s2"}],"assertion":"The erroneous West Ham statement is attributed by a West Midlands Police interviewee and by the Chief Constable to a Microsoft Copilot search. The Chief Constable had earlier told the inspectorate and MPs that the force did not use AI.","causal_attribution":"Both attributions come from West Midlands Police personnel, so they are one chain. The inspectorate did not inspect the Copilot query or output. The interviewee described the error as an AI hallucination."},{"id":"c3","status":"reported","evidence":[{"locator":"one individual doing one Google search","relation":"supports","source_id":"s2"},{"locator":"In an email to the home affairs select committee published on Wednesday","relation":"supports","source_id":"s2"},{"locator":"“profound apology” for the error","relation":"supports","source_id":"s2"}],"assertion":"The Chief Constable had told MPs the mistake was made by one individual doing one Google search, and in an email to the Home Affairs Committee published on 14 January 2026 apologised for giving incorrect evidence.","causal_attribution":"The Chief Constable's own account of the evidence given, relayed by the Guardian."},{"id":"c4","status":"corroborated","evidence":[{"locator":"the Chair of the SAG wrote to the Chief Operating Officer of Aston Villa FC, advising that the club should reduce to zero the ticket allocation to Maccabi Tel Aviv fans.","relation":"supports","source_id":"s1"},{"locator":"no away fans may attend the UEFA Europa League match with Maccabi Tel Aviv","relation":"supports","source_id":"s3"}],"assertion":"On 16 October 2025 the Safety Advisory Group advised Aston Villa to reduce to zero the ticket allocation for Maccabi Tel Aviv supporters, and the club confirmed that no away fans could attend the 6 November 2025 match.","causal_attribution":"The restriction is the Safety Advisory Group's advice. The inspectorate letter and the Aston Villa statement (relayed by Al Jazeera) are separate chains."},{"id":"c5","status":"reported","evidence":[{"locator":"The original decision to restrict to zero the ticket allocation for away fans was made during those oral briefings.","relation":"supports","source_id":"s1"},{"locator":"The force’s 16 October 2025 oral briefing didn’t repeat the inaccuracies of the 10 October 2025 letter","relation":"supports","source_id":"s1"},{"locator":"I am satisfied that the silver commander’s initial oral briefing to the SAG wasn’t materially inaccurate.","relation":"supports","source_id":"s1"},{"locator":"But those inaccuracies would of course have been in the gold and silver commanders’ minds when they decided to recommend the force’s preferred tactical option.","relation":"supports","source_id":"s1"},{"locator":"The Chair stated that the SAG would rely on that report as “a wholly fresh consideration of the issue”.","relation":"supports","source_id":"s1"}],"assertion":"The inspectorate states that the original decision to restrict away-fan tickets was made during the 7 and 16 October oral briefings. It says the 16 October briefing did not repeat the inaccuracies of the 10 October letter or introduce those of the 24 October report, and that the 7 October briefing was not materially inaccurate apart from one discrepancy. It adds that those inaccuracies \"would of course have been in the gold and silver commanders’ minds when they decided to recommend the force’s preferred tactical option\". The Chair of the Safety Advisory Group said the group would rely on the 24 October report as a wholly fresh consideration of the issue.","causal_attribution":"The inspectorate places the ban advice before the 24 October report. The sources inspected do not establish which inaccuracies reached the commanders before the 16 October advice, whether the Safety Advisory Group changed its advice on 24 October, or that the Copilot output caused the ban."},{"id":"c6","status":"reported","evidence":[{"locator":"confirmation bias, in relation to the anticipated behaviour of Maccabi Tel Aviv fans and the potential disorder their presence might cause, influenced both the content and strength of assessments WMP gave to the SAG.","relation":"supports","source_id":"s1"},{"locator":"I have found no evidence to support a view that antisemitism played any part in WMP stating that its preferred tactical option was to reduce to zero the ticket allocation to Maccabi Tel Aviv fans.","relation":"supports","source_id":"s1"}],"assertion":"The inspectorate concluded that confirmation bias about the behaviour of Maccabi Tel Aviv fans influenced the content and strength of the force's assessments to the group and found no evidence that antisemitism played a part in the force's preferred option.","causal_attribution":"The inspectorate's preliminary view. It says confirmation bias influenced the content and strength of the force's assessments and played a part in how the force reached its preferred option. Its finding on the Copilot attribution is limited to recording the interviewee's account."},{"id":"c7","status":"reported","evidence":[{"locator":"Maccabi Tel Aviv will decline any tickets offered to their fans for a Europa League away match at Aston Villa","relation":"supports","source_id":"s4"},{"locator":"we have taken the decision to decline any allocation offered on behalf of away fans","relation":"supports","source_id":"s4"}],"assertion":"Maccabi Tel Aviv announced it would decline any away ticket allocation for the match.","causal_attribution":"The club's own statement. It gave safety concerns as its reason."},{"id":"c8","status":"documented","evidence":[{"locator":"the inspection you commissioned on 31 October 2025","relation":"supports","source_id":"s1"},{"locator":"It does not constitute my final inspection report.","relation":"supports","source_id":"s1"}],"assertion":"The Home Secretary commissioned an inspection on 31 October 2025 of police contributions to safety advisory groups, and the inspectorate reported its preliminary views on the Aston Villa v Maccabi Tel Aviv fixture on 14 January 2026.","causal_attribution":"The letter documents its own date and status."}],"effects":[{"label":"Away supporters barred from a match after safety advisory group advice; the police report later given to the group contained a false fixture attributed to Microsoft Copilot","claim_id":"c4","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.gov.uk/government/publications/inspection-of-police-forces-contributions-to-safety-advisory-groups-west-midlands-police/inspection-of-police-forces-contributions-to-safety-advisory-groups-west-midlands-police-accessible","kind":"official_record","access":"read","language":"en","translation_note":"","independence_group":"hmicfrs-letter"},{"id":"s2","url":"https://www.theguardian.com/uk-news/2026/jan/14/west-midlands-police-chief-apologises-ai-error-maccabi-tel-aviv-ban","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"wmp-chief-constable-account"},{"id":"s3","url":"https://www.aljazeera.com/amp/sports/2025/10/17/israeli-maccabi-tel-aviv-football-fans-barred-from-europa-league-game-in-uk","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"aston-villa-statement"},{"id":"s4","url":"https://malaymail.com/news/sports/2025/10/21/israeli-football-club-refuses-europa-league-away-seats-after-uk-police-deem-match-high-risk/195351","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"maccabi-club-statement"}],"version":1,"ai_roles":["institutional_use"],"contexts":["public_services","justice"],"unknowns":["The inspectorate letter says some inaccuracies in the 24 October report had appeared earlier in the 10 October 2025 letter from the gold commander and does not state whether the West Ham statement was one of them. It does not state when the Copilot search was done or what the report said happened at the claimed fixture. The incident date is the report date, not the search date. The West Ham item concerns the club's fixture history, and the report as a whole is described as imbalanced about the previous behaviour of Maccabi Tel Aviv fans.","Whether the Safety Advisory Group changed or confirmed its advice at the 24 October 2025 meeting is not stated in the inspected sources.","The Copilot query, its output and how the false fixture entered the report were not inspected. The inspectorate heard contradictory evidence from the Chief Constable and another interviewee.","How many supporters intended to attend, held tickets or were otherwise affected is not stated.","The inspectorate letter is preliminary and a final report was still to come. The final findings were not inspected.","Later events such as any resignation or watchdog referral appear only as related-article headlines on the Guardian page and are not cited."],"geography":{"basis":"The inspectorate publication applies to England and Wales and concerns Birmingham City Council's Safety Advisory Group and West Midlands Police. The supporters' countries of residence are not stated.","court_countries":[],"event_countries":["GB"],"affected_person_countries":[]},"publication":{"basis":"The inspectorate letter and the Guardian article were read in full, and the Aston Villa and club statements were read via Al Jazeera and Malay Mail. The AI attribution rests on West Midlands Police accounts. The letter dates the ban advice before the report and does not attribute the ban to the AI output, and the record says so.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"A West Midlands Police interviewee told the inspectorate the false fixture came from a Microsoft Copilot search, and the Chief Constable later said the same. Both accounts come from the force, and the Copilot query and output were not inspected.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Birmingham: police report to a safety advisory group contained a fixture that never happened, attributed to Microsoft Copilot, during the Maccabi Tel Aviv away-fan restriction","summary":"On 24 October 2025 West Midlands Police gave Birmingham City Council's Safety Advisory Group a written report that cited a Maccabi Tel Aviv v West Ham match on 9 November 2023 that never took place. The group had advised on 16 October that Aston Villa give no tickets to Maccabi Tel Aviv supporters for the 6 November 2025 match. In January 2026 the Chief Constable said the error arose from use of Microsoft Copilot, after earlier telling MPs it came from a Google search. The inspectorate found the ban advice predated the report and said confirmation bias influenced the force's assessments to the group. The sources do not show the Copilot output caused the ban.","incidentDate":"2025-10-24","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"unknown","reportedDate":"2026-01-14","aiSystem":"Microsoft Copilot (reported by West Midlands Police personnel; query and output not inspected)","aiProduct":"Microsoft Copilot (reported)","aiCompany":"Microsoft","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["other_material_harm"],"harmOutcomeSummary":"The inspectorate letter and Aston Villa's statement report that Maccabi Tel Aviv supporters were barred from attending the 6 November 2025 match. The sources read do not establish that the AI output caused the restriction.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":0,"affectedCountStatus":"unquantified","affectedCountEvidence":"The number of Maccabi Tel Aviv supporters who intended to travel or held ticket entitlements is not stated in the inspected sources, so numeric zero placeholders are used.","victimAgeRange":"unknown","platformType":"assistant","primarySourceUrl":"https://www.gov.uk/government/publications/inspection-of-police-forces-contributions-to-safety-advisory-groups-west-midlands-police/inspection-of-police-forces-contributions-to-safety-advisory-groups-west-midlands-police-accessible","primarySourceLabel":"HMICFRS letter to the Home Secretary (14 Jan 2026)","firstPublishedAt":"2026-09-29T13:29:14.45878+00:00","updatedAt":"2026-09-30T01:16:57.124795+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-new-zealand-ockham-book-awards-two-fiction-books-ruled-out-over-ai-covers","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"Two books by distinguished authors have been ruled out of New Zealand's premier literary prize because their covers were generated with artificial intelligence.","relation":"supports","source_id":"s1"},{"locator":"were ruled out of the competition the following month in light of new guidelines around AI use","relation":"supports","source_id":"s2"},{"locator":"due to the use of AI on both of their covers","relation":"supports","source_id":"s3"}],"assertion":"The New Zealand Book Awards Trust ruled two fiction books out of the 2026 Ockham New Zealand Book Awards fiction prize because AI was used in their cover designs.","causal_attribution":"The exclusion is the Trust's decision under its AI eligibility clause. The outlets quote the same Trust statement, so the decision and its stated reason rest on one chain (the Trust) as relayed by RNZ, the Guardian and the Spinoff."},{"id":"c2","status":"reported","evidence":[{"locator":"said a bookseller suspected AI use and alerted organisers, upon which Christchurch-based publisher","relation":"supports","source_id":"s1"},{"locator":"confirmed it.","relation":"supports","source_id":"s1"},{"locator":"the trust was alerted to the AI in the two covers by booksellers","relation":"supports","source_id":"s3"},{"locator":"did assume that the studio would be doing so","relation":"supports","source_id":"s3"}],"assertion":"According to the Trust, a bookseller suspected AI use on the covers and alerted the organisers, and the publisher then confirmed AI use. The publisher told the Spinoff the publisher believed AI was applied to both covers after original concepts and assumed the studio would use it.","causal_attribution":"The Trust's account and the publisher's own account to the Spinoff. The extent of AI use in each cover (generated imagery or AI-assisted editing) is not established by the inspected sources."},{"id":"c3","status":"reported","evidence":[{"locator":"the design studio that created the two book covers","relation":"supports","source_id":"s3"},{"locator":"He believes this is the case with both","relation":"supports","source_id":"s3"},{"locator":"did assume that the studio would be doing so","relation":"supports","source_id":"s3"}],"assertion":"The covers were made by an outside design studio that the publisher had worked with before, and the publisher says the publisher believes the studio used AI after original concepts had been developed and assumed the studio would use it.","causal_attribution":"The publisher's account as relayed by the Spinoff. The Spinoff reported that the studio had not responded to its request for comment, and no first-hand studio statement about these two covers was inspected."},{"id":"c4","status":"reported","evidence":[{"locator":"The trust’s AI clause was in the entry criteria in the “call for entries pack” available from the date submissions were open, on August 7.","relation":"supports","source_id":"s3"},{"locator":"far too late for any publisher to have taken this clause into account in their design briefs","relation":"supports","source_id":"s2"},{"locator":"This year is the first time AI regulations have been applied to the awards.","relation":"supports","source_id":"s1"},{"locator":"the covers would have been created many months before the entry guidelines were issued","relation":"supports","source_id":"s1"}],"assertion":"The Trust's AI eligibility clause was in the call-for-entries pack available from 7 August (the Spinoff gives no year). The publisher says the covers of eligible titles had been designed months before, so publishers could not have taken the clause into account.","causal_attribution":"The clause date is the Trust's account and the design-timing objection is the publisher's account. The Trust told the Spinoff that publishers had ample time to read the conditions. The dispute over fairness is unresolved in the sources."},{"id":"c5","status":"reported","evidence":[{"locator":"she had no idea AI had been used to create her cover","relation":"supports","source_id":"s2"},{"locator":"didn’t have much to do with the cover process beyond the original brief","relation":"supports","source_id":"s3"},{"locator":"and neither did","relation":"supports","source_id":"s3"}],"assertion":"One author says the author had no idea AI had been used in the cover, had little to do with the cover beyond the original brief, and had no contact with the design studio. The Spinoff reports the other author also had no contact with the studio.","causal_attribution":"First-person accounts to two outlets. The Spinoff reports the publisher did not tell the authors that AI might be used in the final cover designs."},{"id":"c6","status":"reported","evidence":[{"locator":"I’d be lying if I said I wasn’t sad about it","relation":"supports","source_id":"s2"},{"locator":"which she “most certainly did not”","relation":"supports","source_id":"s2"},{"locator":"she’s worried that booksellers might refuse to stock her book now that the AI has been outed","relation":"supports","source_id":"s3"},{"locator":"is agnostic about the elimination of her book","relation":"supports","source_id":"s3"}],"assertion":"One author says the author is sad about the decision, worried that readers will assume AI was used to write the book, and worried that booksellers might refuse to stock it. The Spinoff reports the other author is agnostic about the elimination and concerned that the designer's work is being disrespected.","causal_attribution":"Personal statements about anticipated reputational and commercial effects. No bookseller action or sales change is reported in the inspected sources."}],"effects":[{"label":"Two books removed from contention for a national fiction prize over AI in the cover designs","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.rnz.co.nz/life/books/top-writers-ruled-out-of-nz-book-awards-due-to-ai-covers","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"rnz-trust-account"},{"id":"s2","url":"https://www.theguardian.com/world/2025/nov/18/authors-dumped-from-new-zealands-top-book-prize-after-ai-used-in-cover-designs","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"guardian-trust-publisher-interviews"},{"id":"s3","url":"https://thespinoff.co.nz/books/20-11-2025/how-two-ai-book-covers-forced-the-publishing-industry-to-reckon-with-its-future","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"spinoff-interviews"}],"version":1,"ai_roles":["others_use"],"contexts":["work"],"unknowns":["The extent and method of AI use in each cover is unknown. Only the publisher's belief that AI was applied to original concepts was inspected.","The exact date of the Trust's decision is not stated. The Guardian says the books were submitted in October and ruled out the following month, the Spinoff says the publisher submitted its entries in September, and the incident date is set to the month of the decision.","The New York Times and Euronews articles could not be read (HTTP 403 and 406) and are not cited. The Independent relay was read and is not cited. No source gives the day of the decision.","Whether booksellers changed stocking of the books or sales changed is not reported.","The design studio's statements were relayed by the publisher (Spinoff) and are general. The studio did not respond to the Spinoff, and no first-hand statement about these two covers was inspected."],"geography":{"basis":"The awards are described as New Zealand's premier literary prize run by the New Zealand Book Awards Trust, the Guardian describes the two authors as New Zealand authors, and RNZ describes the publisher as Christchurch-based.","court_countries":[],"event_countries":["NZ"],"affected_person_countries":["NZ"]},"publication":{"basis":"RNZ, the Guardian and the Spinoff were read in full. The disqualification and its reason are the Trust's account repeated by the outlets. The authors and the publisher are public figures named in the reporting. They are not named anywhere in the record, including source locators. No claim about the designers or the publisher goes beyond their reported statements.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The Trust says the publisher confirmed AI use in the covers. The publisher told the Spinoff the publisher believes AI was applied to both covers after original concepts and assumed the studio would use it. No design file, studio statement about these covers or detection result was inspected, and the extent of AI use is unknown.","status":"reported"},"person_relations":["made_decision_about"]},"name":"New Zealand: two fiction books ruled out of the 2026 Ockham book awards after the awards trust found AI was used in their cover designs","summary":"By 18 November 2025 (the date of the first reports) the New Zealand Book Awards Trust had removed two books from contention for the NZ$65,000 fiction prize of the 2026 Ockham New Zealand Book Awards. The Trust said a bookseller suspected AI use in the covers and the publisher confirmed it. The Trust's new AI clause covers illustrations, and the publisher says the covers were designed months before the clause was issued. One author says the author had no idea AI had been used in the cover, the Spinoff reports the publisher did not tell either author that AI might be used, and the authors describe having little involvement in the covers. One author worries readers will assume AI wrote the book and that booksellers may not stock it.","incidentDate":"2025-11-01","incidentKind":"single_event","incidentDatePrecision":"month","exposurePattern":"unknown","reportedDate":"2025-11-18","aiSystem":"Generative AI image tools used by a design studio for the covers (specific product not identified in the inspected sources)","aiProduct":"Unidentified image tool","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["professional_harm"],"harmOutcomeSummary":"RNZ, the Guardian and the Spinoff report the Trust removed the two authors' books from contention for the 2026 Ockham fiction prize, and one author told the Spinoff of worry about reputation and bookseller stocking.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":2,"affectedCountStatus":"documented_minimum","affectedCountEvidence":"Two authors whose books were removed from prize contention. Only one of the two authors describes personal harm (sadness, reputation and stocking worries) and the other is reported as agnostic about the elimination. Both are counted because both books were removed from contention. The publisher and the designers are reported as upset and are not counted as harmed by the AI use.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://www.rnz.co.nz/life/books/top-writers-ruled-out-of-nz-book-awards-due-to-ai-covers","primarySourceLabel":"RNZ (18 Nov 2025)","firstPublishedAt":"2026-09-29T13:29:11.165316+00:00","updatedAt":"2026-09-30T01:17:11.809634+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-nova-scotia-google-ai-overview-musician-sex-offender-summary-concert-cancelled","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"They had read online, Mr. MacIsaac was told, that he had convictions related to internet luring and sexual assault.","relation":"supports","source_id":"s1"},{"locator":"That information is not true","relation":"supports","source_id":"s1"},{"locator":"the summary falsely asserted he had been convicted of a series of offences including sexual assault","relation":"supports","source_id":"s2"},{"locator":"returned a result that said he had been “convicted of sexual assault.”","relation":"supports","source_id":"s1"}],"assertion":"MacIsaac says a Google AI-generated search summary described him as having convictions for sexual offences including internet luring and sexual assault, and that this was untrue.","causal_attribution":"MacIsaac's account relayed by two outlets. The Globe adds that the only public record of a run-in with the law it found is a cannabis discharge. The summary was not inspected. The Globe reporter saw a Google result stating 'convicted of sexual assault' on a query that included the other man's town; that result was seen after the first amendments and may differ from what the First Nation read."},{"id":"c2","status":"reported","evidence":[{"locator":"its leadership had changed their mind","relation":"supports","source_id":"s1"},{"locator":"this situation was the result of mistaken identity caused by an AI error","relation":"supports","source_id":"s1"},{"locator":"had cancelled one of his concerts planned for Dec. 19","relation":"supports","source_id":"s2"},{"locator":"the cancellation was based on incorrect information","relation":"supports","source_id":"s2"},{"locator":"We deeply regret the harm this error caused to your reputation, your livelihood, and your sense of personal safety","relation":"supports","source_id":"s1"}],"assertion":"The Sipekne'katik First Nation cancelled MacIsaac's concert planned for 19 December 2025 after learning of the summary, then apologised in writing and said the cancellation was based on incorrect information.","causal_attribution":"The apology letter (seen by the Globe) and an online post (cited by Global News) are the First Nation's own statements. The First Nation did not respond to the Globe's requests for comment."},{"id":"c3","status":"reported","evidence":[{"locator":"blending MacIsaac’s biography with that of another man","relation":"supports","source_id":"s1"},{"locator":"the inaccurate claims were taken from online articles regarding a man in Atlantic Canada with the same last name","relation":"supports","source_id":"s2"}],"assertion":"The false information was the result of the AI summary blending MacIsaac's biography with that of another man in Atlantic Canada with the same last name.","causal_attribution":"The Globe states the blending in its own voice. Global News attributes the origin to MacIsaac."},{"id":"c4","status":"reported","evidence":[{"locator":"The fiddler says the ordeal left him worried for his safety","relation":"supports","source_id":"s1"},{"locator":"He’s also concerned about work he may have lost without realizing it","relation":"supports","source_id":"s1"},{"locator":"I feared for my own safety going on stage because of what I was labelled as.","relation":"supports","source_id":"s3"}],"assertion":"MacIsaac says the episode left him worried for his safety and concerned that other venues may have declined to book him without telling him.","causal_attribution":"MacIsaac's own account. Lost work beyond the one concert is his speculation."},{"id":"c5","status":"reported","evidence":[{"locator":"Google has amended search results for the musician","relation":"supports","source_id":"s1"},{"locator":"we use those examples to improve our systems, and may take action under our policies","relation":"supports","source_id":"s1"}],"assertion":"Google amended the search results for MacIsaac. A Google spokesperson said AI Overviews change frequently and that Google uses examples of misinterpreted content to improve its systems.","causal_attribution":"Globe reporting and a Google statement. The exact edits were not inspected."},{"id":"c6","status":"reported","evidence":[{"locator":"In a statement of claim filed in February with the Ontario Superior Court of Justice","relation":"supports","source_id":"s3"},{"locator":"None of the claims in the document has been tested in court.","relation":"supports","source_id":"s3"},{"locator":"claiming the online giant defamed him by falsely identifying him as a sex offender in an AI-generated summary","relation":"supports","source_id":"s3"},{"locator":"Google is also liable for injuries and losses arising from the AI overview's defective design","relation":"supports","source_id":"s3"},{"locator":"MacIsaac is seeking $1.5 million in damages from Google LLC.","relation":"supports","source_id":"s3"}],"assertion":"In February 2026 MacIsaac filed a statement of claim in the Ontario Superior Court of Justice alleging defamation and defective design and seeking damages of 1.5 million from Google LLC (US dollars in the Globe and Mail copy of the Canadian Press story, no currency stated in the CBC copy). Its claims have not been tested in court.","causal_attribution":"News paraphrase of the statement of claim (Canadian Press, relayed by CBC, the Globe and Billboard Canada). The claim itself was not inspected. The Globe copy of the wire story gives US dollars and the CBC copy gives no currency."}],"effects":[{"label":"Concert cancelled and reputational harm after a false AI-generated summary","claim_id":"c2","direction":"negative"},{"label":"Reported fear for personal safety and possible unnoticed lost work","claim_id":"c4","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.theglobeandmail.com/culture/article-ashley-macisaac-show-cancelled-google-ai-misinformation-music-fiddler/","kind":"national_news","access":"read","language":"en","translation_note":"","independence_group":"globe-and-mail-dec-2025"},{"id":"s2","url":"https://globalnews.ca/news/11589560/ashley-macissac-ai-content-accusation/amp","kind":"national_news","access":"read","language":"en","translation_note":"","independence_group":"canadian-press-2025-12"},{"id":"s3","url":"https://www.cbc.ca/news/canada/nova-scotia/cape-breton-fiddler-ashley-macisaac-lawsuit-against-google-9.7187490","kind":"national_news","access":"read","language":"en","translation_note":"","independence_group":"canadian-press-2026-05-lawsuit"},{"id":"s4","url":"https://www.theglobeandmail.com/culture/music/article-ashley-macisaac-lawsuit-google-ai-error-sex-offender/","kind":"national_news","access":"read","language":"en","translation_note":"","independence_group":"canadian-press-2026-05-lawsuit"},{"id":"s5","url":"https://ca.billboard.com/business/legal/ashley-macisaac-google-lawsuit","kind":"trade_press","access":"read","language":"en","translation_note":"","independence_group":"canadian-press-2026-05-lawsuit"}],"version":1,"ai_roles":["institutional_use","others_use"],"contexts":["work","everyday_life"],"unknowns":["The AI Overview text the First Nation read was not preserved in the inspected sources (the Globe reporter saw a later result with a similar statement), and its content changed over time.","Exact date of the cancellation (the concert was planned for 19 December 2025).","Whether any other booking was lost (MacIsaac speculates, including about a concert in Mexico earlier in 2025).","Currency of the claimed damages (US dollars in one copy of the wire story, unstated in another).","The statement of claim was not read. Google's defence and the lawsuit outcome are unknown."],"geography":{"basis":"The concert was planned with the Sipekne'katik First Nation, described as north of Halifax (Nova Scotia is named by Billboard Canada). The statement of claim was filed in the Ontario Superior Court of Justice. The country of residence of the affected person is not stated, so it is left unknown.","court_countries":["CA"],"event_countries":["CA"],"affected_person_countries":[]},"publication":{"basis":"Named public figure who is the subject. Two December 2025 outlets and May 2026 lawsuit coverage report a concrete cancelled concert and reputational harm traced to a Google AI-generated summary. The First Nation's written apology and Google's response are reported. Lawsuit claims remain allegations.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The Globe and Mail states the false description was the result of Google's AI-generated search summary blending MacIsaac's biography with that of another man. Google's spokesperson statement refers to AI Overviews generally and does not address this summary. The summary itself was not inspected and its content changed over time.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Google AI Overview reportedly described fiddler Ashley MacIsaac as a convicted sex offender, and a concert was cancelled","summary":"In December 2025 Cape Breton fiddler Ashley MacIsaac said a First Nation north of Halifax cancelled his concert planned for 19 December after reading a Google AI-generated search summary that said he had convictions for sexual offences. He says the statements were false and came from online articles about another man in Atlantic Canada with the same last name. The First Nation apologised in writing and Google amended the search results. MacIsaac says he feared for his safety and worries about other lost work. In a statement of claim filed in February 2026 in the Ontario Superior Court of Justice he seeks damages of 1.5 million from Google (US dollars in the Globe and Mail copy of the Canadian Press story, no currency stated in the CBC copy). None of its claims has been tested in court, and the claim says Google did not admit responsibility.","incidentDate":"2025-12-01","incidentKind":"single_event","incidentDatePrecision":"month","exposurePattern":"unknown","reportedDate":"2025-12-23","aiSystem":"Google Search AI Overviews","aiProduct":"Google AI Overviews","aiCompany":"Google","severity":"medium","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["reputational_harm","professional_harm","psychological_distress"],"harmOutcomeSummary":"MacIsaac reports a cancelled concert, damage to his reputation and livelihood, fear for his safety and possible unnoticed lost bookings after the AI summary said he had convictions for sexual offences (his account, plus the First Nation's apology letter).","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, the musician, is reported harmed. The other man with the same last name is reported as the source of the mixed-up information and no harm to him is reported. The First Nation is not counted.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://www.theglobeandmail.com/culture/article-ashley-macisaac-show-cancelled-google-ai-misinformation-music-fiddler/","primarySourceLabel":"The Globe and Mail, 23 December 2025","firstPublishedAt":"2026-09-29T13:29:04.774728+00:00","updatedAt":"2026-09-30T01:17:12.421073+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-us-manhattan-airbnb-damage-claim-photos-disputed-as-manipulated-guest-refunded","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"the host told Airbnb that she had caused more than £12,000 worth of damage, and submitted pictures of an apparently cracked coffee table as part of his case.","relation":"supports","source_id":"s1"},{"locator":"Airbnb initially told her “after careful review of the photos”, she would have to reimburse the host a total of £5,314. She appealed against the decision.","relation":"supports","source_id":"s1"}],"assertion":"The host told Airbnb the guest had caused more than 12,000 pounds of damage, submitted pictures including an apparently cracked coffee table, and Airbnb initially told the guest after reviewing the photos that she must reimburse 5,314 pounds.","causal_attribution":"The Guardian relays the guest's account of the host's claim and Airbnb's first decision. Airbnb's ruling and the photos were not inspected. New York Post and Fox Business rewrite this account."},{"id":"c2","status":"reported","evidence":[{"locator":"A close examination of two pictures of the coffee table appears to show differences in the damage, leading the woman to believe they were digitally manipulated or generated by AI.","relation":"supports","source_id":"s1"},{"locator":"He did not respond to a request for comment.","relation":"supports","source_id":"s1"}],"assertion":"The Guardian reports that a close examination of two pictures of the coffee table appears to show differences in the damage, leading the guest to believe they were digitally manipulated or generated by AI. The host did not respond to the Guardian.","causal_attribution":"Guest's belief and the Guardian's description of her comparison. The photos were not inspected and no forensic finding was reported. Whether an AI tool was used is not established."},{"id":"c3","status":"reported","evidence":[{"locator":"Airbnb said he had been warned for violating its terms and told he would be removed if there was another similar report. The company told him that it could not verify the images he submitted as part of his complaint.","relation":"supports","source_id":"s1"},{"locator":"We have taken action with the host, and we are reviewing the original handling of this case.","relation":"supports","source_id":"s3"}],"assertion":"Airbnb told the host it could not verify the images he submitted, warned him for violating its terms and said he would be removed if there was another similar report.","causal_attribution":"Airbnb statements to the Guardian and to Fox Business. Airbnb did not state a finding that the images were AI-generated. The company's review of the photos is described only as 'careful review' with no mention of AI tools."},{"id":"c4","status":"reported","evidence":[{"locator":"Five days after Guardian Money raised questions about the case with Airbnb, the woman was told it had accepted her appeal and credited her account with £500.","relation":"supports","source_id":"s1"},{"locator":"the company offered an £854 refund – a fifth of the cost of her booking. She refused to accept this","relation":"supports","source_id":"s1"},{"locator":"was refunded the full cost (£4,269) of her booking, and a negative review that the host had placed on her profile was taken down.","relation":"supports","source_id":"s1"},{"locator":"Airbnb apologised and said there would be a review into how her case was handled.","relation":"supports","source_id":"s1"}],"assertion":"After Guardian Money asked Airbnb about the case, Airbnb accepted the appeal, credited 500 pounds, then refunded the full booking cost of 4,269 pounds after the guest refused a partial offer, the host's negative review on her profile was taken down (the Guardian does not say by whom), and Airbnb apologised.","causal_attribution":"The Guardian relays the guest's account and Airbnb's statements. The refund and review removal were not documented by Airbnb records seen here."},{"id":"c5","status":"reported","evidence":[{"locator":"experience fell below our usual high standards.","relation":"supports","source_id":"s3"},{"locator":"assure them that they will not be charged for the reported damage","relation":"supports","source_id":"s3"}],"assertion":"Airbnb said the guest's experience fell below its usual standards and that she would not be charged for the reported damage.","causal_attribution":"Airbnb's own statement to Fox Business."}],"effects":[{"label":"Guest told to reimburse the host on the strength of photos she says were manipulated; reversed on appeal","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.theguardian.com/technology/2025/aug/02/airbnb-guest-damage-claim-refund-photos","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"guardian-report"},{"id":"s2","url":"https://nypost.com/2025/08/06/lifestyle/airbnb-guest-accused-of-causing-16k-in-property-damage-claims-host-used-ai-to-create-fake-photos/","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"guardian-report"},{"id":"s3","url":"https://www.foxbusiness.com/lifestyle/airbnb-apologizes-superhost-allegedly-ai-doctored-photos-claim-16k-fake-damages","kind":"news","access":"read","language":"en","translation_note":"","independence_group":"airbnb-statement-to-fox"}],"version":1,"ai_roles":["others_use"],"contexts":["everyday_life","finance"],"unknowns":["Whether the host's photos were altered, and by what tool, is unknown: no forensic finding, host statement or Airbnb finding on AI is reported.","Airbnb's own review of the photos is described only as a 'careful review'. No source says Airbnb used an AI system to assess them.","The stay dates, the day of the damage claim and the outcome date are not stated beyond 'earlier this year' and the Guardian's 2 August 2025 date.","Whether the guest paid any part of the reimbursement before the appeal succeeded is not stated.","The US outlets give the claim as about 16,000 dollars (Fox Business) and the Guardian as more than 12,000 pounds. The inspected sources do not itemise the claim."],"geography":{"basis":"The Guardian places the apartment in Manhattan, New York, and describes the guest as London-based. Airbnb's location and the Guardian's publication are not used.","court_countries":[],"event_countries":["US"],"affected_person_countries":["GB"]},"publication":{"basis":"The Guardian report and two rewrites were read in full. The host and guest are not named and the apartment address is not given. The AI element rests on the guest's belief and Airbnb's statement that it could not verify the images. Claims stay at reported status.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The guest says differences between two photos of one table lead her to believe they were manipulated or AI-generated. Airbnb told the host it could not verify the images. The host did not respond, and no source shows an AI tool was used. Fox Business and the New York Post headlines state AI use more strongly than the Guardian body supports.","status":"suspected"},"person_relations":["made_claim_about"]},"name":"Manhattan Airbnb: guest says host's damage-claim photos were manipulated or AI-generated, Airbnb first ordered payment then refunded her","summary":"The Guardian reported on 2 August 2025 that a London-based academic who rented a Manhattan apartment through Airbnb in 2025 was accused by the host of more than 12,000 pounds of damage, supported by photos including a cracked coffee table. She says differences between two photos of the table show they were digitally manipulated or AI-generated. Airbnb first told her to reimburse 5,314 pounds after reviewing the photos, then, five days after Guardian Money asked about the case, accepted her appeal, credited 500 pounds and, after she refused an 854-pound offer, refunded her booking cost of 4,269 pounds, and the host's negative review of her was taken down. Airbnb apologised. Airbnb told the host it could not verify the images he submitted and warned him. The host did not respond to the Guardian. No source establishes that AI was used.","incidentDate":"2025-01-01","incidentKind":"single_event","incidentDatePrecision":"year","exposurePattern":"single_interaction","reportedDate":"2025-08-02","aiSystem":"None identified (guest suspects the host's damage-claim photos were digitally manipulated or AI-generated; no tool or forensic finding is reported)","aiProduct":"Unidentified image tool (suspected)","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["other_material_harm","reputational_harm"],"harmOutcomeSummary":"The Guardian reports Airbnb initially told the guest to reimburse the host 5,314 pounds on the strength of the host's photos and the host placed a negative review on her profile; Airbnb later refunded her booking cost in full and the review was taken down.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One guest reported subjected to the damage claim. Other Airbnb customers who might face similar claims are not counted.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://www.theguardian.com/technology/2025/aug/02/airbnb-guest-damage-claim-refund-photos","primarySourceLabel":"The Guardian (2 Aug 2025)","firstPublishedAt":"2026-09-29T13:28:51.915494+00:00","updatedAt":"2026-09-30T01:17:19.206649+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-us-eightfold-ai-match-score-applicant-screening-class-action","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"about unsuspecting job applicants and to score them from 0 to 5 for potential employers based on","relation":"supports","source_id":"s1"},{"locator":"This results in a Match Score, which ranges from 0 through 5 in increments of","relation":"supports","source_id":"s1"},{"locator":"Employers then use these reports to sift through","relation":"supports","source_id":"s1"},{"locator":"But candidates who apply for jobs at companies that use those tools are not given notice and a chance to dispute errors","relation":"supports","source_id":"s2"}],"assertion":"The complaint alleges that Eightfold collects applicant information and scores applicants from 0 to 5 by predicted likelihood of success for employers, that employers use these reports to sift applications, and that Eightfold provides no notice, access or dispute rights.","causal_attribution":"These are the plaintiffs' allegations as stated in a filing. The filing establishes only its own contents."},{"id":"c2","status":"reported","evidence":[{"locator":"In or around July 2025,","relation":"supports","source_id":"s1"},{"locator":"applied online via Microsoft’s website for","relation":"supports","source_id":"s1"},{"locator":"Manager-Responsible AI position two days after she applied, without being invited to interview.","relation":"supports","source_id":"s1"},{"locator":"On or around December 16, 2025,","relation":"supports","source_id":"s1"},{"locator":"received an automated rejection for the Senior Technical Program","relation":"supports","source_id":"s1"}],"assertion":"The complaint says one plaintiff applied to Microsoft in or around July 2025 and again around 16 December 2025, and received an automated rejection two days after the first application without an interview.","causal_attribution":"The complaint attributes the screening to Eightfold's Evaluation Tools used by the employer. No employer record or score was inspected."},{"id":"c3","status":"reported","evidence":[{"locator":"On or around December 17,","relation":"supports","source_id":"s1"},{"locator":"applied online via Paypal’s website","relation":"supports","source_id":"s1"},{"locator":"was not asked to interview and was not given a job offer for any of the","relation":"supports","source_id":"s1"}],"assertion":"The complaint says the other plaintiff applied to PayPal on or around 17 December 2025 for two roles and was not asked to interview or given an offer for any position applied to.","causal_attribution":"The complaint alleges Eightfold's tools were applied to this application. Reuters reports the plaintiffs believe the tools played a role. The link to any specific rejection is not established."},{"id":"c4","status":"reported","evidence":[{"locator":"is being sued in California for allegedly compiling reports used to","relation":"supports","source_id":"s2"},{"locator":"On January 20, 2026, Plaintiffs filed a Complaint in the Superior Court of","relation":"supports","source_id":"s1"},{"locator":"sued in California state court on behalf of all U.S. job seekers who applied for jobs","relation":"supports","source_id":"s2"},{"locator":"Neither was hired, and both believe that Eightfold's tools played a role.","relation":"supports","source_id":"s2"},{"locator":"The proposed class action was filed by two women with STEM backgrounds who believe Eightfold’s AI tools hurt their careers by unfairly screening them out","relation":"supports","source_id":"s3"}],"assertion":"Reuters reports the plaintiffs, who are not named by this record, filed a proposed class action in California state court on 20 January 2026 on behalf of all US job seekers evaluated with the tools, and that neither plaintiff was hired and both believe Eightfold's tools played a role.","causal_attribution":"Reuters and the plaintiffs' counsel release both trace to the complaint and counsel. They are one reporting chain."},{"id":"c5","status":"reported","evidence":[{"locator":"We do not scrape social media and the like.","relation":"supports","source_id":"s2"},{"locator":"said the platform operates on data shared by candidates or provided by customers.","relation":"supports","source_id":"s2"}],"assertion":"An Eightfold spokesperson said the platform does not scrape social media and operates on data shared by candidates or provided by customers.","causal_attribution":"Company statement to Reuters. It disputes the complaint's data-collection allegation and does not address the scoring allegation."},{"id":"c6","status":"documented","evidence":[{"locator":"Document 1 Filed 03/02/26","relation":"supports","source_id":"s1"},{"locator":"Signed by Judge Yvonne Gonzalez Rogers on 7/24/2026.","relation":"supports","source_id":"s4"},{"locator":"NOTICE OF REMOVAL Eightfold AI, Inc.'s Notice of Removal from Contra Costa Superior Court.","relation":"supports","source_id":"s4"},{"locator":"MOTION to Dismiss filed by Eightfold AI Inc..","relation":"supports","source_id":"s4"},{"locator":"ORDER VACATING HEARING Re: 29 MOTION to Dismiss.","relation":"supports","source_id":"s4"}],"assertion":"Eightfold removed the case to the US District Court for the Northern District of California on 2 March 2026 and filed a motion to dismiss. The docket shows the hearing on that motion vacated on 24 July 2026 and no ruling in the entries inspected.","causal_attribution":"Procedural facts documented by the court docket. The docket does not establish the merits."}],"effects":[{"label":"Applicants allegedly scored and screened by an undisclosed AI ranking without statutory notice or dispute rights, and not interviewed or hired","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://storage.courtlistener.com/recap/gov.uscourts.cand.465146/gov.uscourts.cand.465146.1.0_2.pdf","kind":"court_filing","access":"read","language":"en","translation_note":"","independence_group":"eightfold-complaint"},{"id":"s2","url":"https://finance.yahoo.com/news/ai-company-eightfold-sued-helping-181520410.html","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"eightfold-complaint"},{"id":"s3","url":"https://www.outtengolden.com/newsroom/landmark-class-action-accuses-eightfold-ai-of-illegally-producing-hidden-credit-reports-on-job-applicants","kind":"organisation_statement","access":"read","language":"en","translation_note":"","independence_group":"eightfold-complaint"},{"id":"s4","url":"https://www.courtlistener.com/docket/72351430/kistler-v-eightfold-ai-inc/","kind":"court_docket","access":"read","language":"en","translation_note":"","independence_group":"court-docket"}],"version":1,"ai_roles":["institutional_use"],"contexts":["work","privacy"],"unknowns":["Whether Eightfold's tools produced a score for either plaintiff or influenced either employer's decision is not established. The complaint and reports rest on the plaintiffs' allegations and belief.","The start date of the alleged practice is not stated. The incident range covers only the plaintiffs' dated applications (July to December 2025). The complaint says one plaintiff has applied to Microsoft and other employers since 2023. Earlier applications are not described and are outside this record.","Whether the defendant's tools collected social media or other third-party data about the plaintiffs is disputed by Eightfold and unresolved.","The other plaintiff's location is not stated in the sources inspected.","The outcome of the pending motion to dismiss is unknown. Docket entry 46 (24 Sep 2026, a statement of recent decision) had no readable content.","Microsoft and PayPal are not defendants. Microsoft declined comment and no PayPal response was inspected."],"geography":{"basis":"The complaint states that one plaintiff lives in, applied from and was denied employment while living in Contra Costa County, California. The removed case is in the US District Court for the Northern District of California. The other plaintiff's location is not stated.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"The complaint was read from the copy attached to the defendant's notice of removal, with Reuters, the plaintiffs' counsel release and the court docket. The plaintiffs are described by role and not named. All allegations are attributed and remain at reported status. The AIAAIC archive entry had no description and is not cited.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The complaint alleges Eightfold's Match Score model scored and ranked the plaintiffs' applications for the employers. Eightfold's statement disputes the alleged data collection. No document showing a score for either plaintiff was inspected.","status":"reported"},"person_relations":["made_claim_about"]},"name":"US: two applicants sue Eightfold AI over 0-to-5 applicant scores used in hiring","summary":"Two job applicants filed a proposed class action on 20 January 2026 in California state court (removed to federal court on 2 March 2026) against Eightfold AI Inc. The complaint alleges that Eightfold's hiring tools collect applicant data and produce a 0-to-5 'Match Score' that employers use to rank candidates, without the notice, access and dispute rights the Fair Credit Reporting Act and a California statute require. One plaintiff says she applied to Microsoft in or around July 2025 and again in December 2025 and received an automated rejection two days after the first application. The other says she applied to PayPal in December 2025. Both say they were not interviewed or hired and believe Eightfold's tools played a role. Eightfold says it does not scrape social media and operates on data candidates or customers provide. The allegations are unproven and Eightfold filed a motion to dismiss (no ruling appears in the docket entries inspected).","incidentDate":"2025-07-01","incidentEndDate":"2025-12-17","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"repeated_interactions","reportedDate":"2026-01-21","aiSystem":"Eightfold AI talent-evaluation tools including the 'Match Score' applicant ranking model","aiProduct":"Eightfold Match Score","aiCompany":"Eightfold AI Inc.","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["professional_harm"],"harmOutcomeSummary":"The complaint alleges that two applicants were scored by Eightfold's tools, not interviewed and not hired, and that they received none of the disclosures or dispute rights the statutes require. The plaintiffs believe the tools played a role in their rejections. Eightfold's involvement in any particular rejection is not established.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":2,"affectedCountStatus":"documented_minimum","affectedCountEvidence":"Two plaintiffs each allege they were scored and not hired. The proposed class of all US applicants evaluated with the tools is not counted because no class has been certified and no other applicant's experience is reported.","victimAgeRange":"adult","platformType":"other","primarySourceUrl":"https://storage.courtlistener.com/recap/gov.uscourts.cand.465146/gov.uscourts.cand.465146.1.0_2.pdf","primarySourceLabel":"Notice of removal with the state-court complaint, plaintiffs v. Eightfold AI Inc. (N.D. Cal., filed 2 Mar 2026)","firstPublishedAt":"2026-09-29T13:28:41.995961+00:00","updatedAt":"2026-09-30T01:17:19.000724+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-baltimore-county-md-school-ai-gun-alert-chip-bag-student-searched","caseFacts":{"claims":[{"id":"c1","status":"corroborated","evidence":[{"locator":"after an AI-driven security system flagged the teen's empty bag of chips as a possible firearm","relation":"supports","source_id":"s1"},{"locator":"How did it come to be that we had police officers with guns drawn approaching a kid because of a bag of Doritos?","relation":"supports","source_id":"s3"},{"locator":"Omnilert AI Gun Detection System warned school leaders at Kenwood High School that a student had a gun.","relation":"supports","source_id":"s3"},{"locator":"Police officers responded to the school, searched the individual, and quickly confirmed that they were not in possession of any weapons.","relation":"supports","source_id":"s3"}],"assertion":"An AI gun detection system (Omnilert) alerted on a Kenwood High School student in Baltimore County, the object was a bag of chips and not a weapon, and police searched the student.","causal_attribution":"The reports connect the police response to the alert. The district and the vendor say the system operated as designed and that humans review alerts, so responsibility for the police response is contested between the system, the review steps and the responding staff."},{"id":"c2","status":"reported","evidence":[{"locator":"They made me get on my knees, put my hands behind my back, and cuffed me,","relation":"supports","source_id":"s1"},{"locator":"they had a gun pointed at me","relation":"supports","source_id":"s1"},{"locator":"handcuffed and searched","relation":"supports","source_id":"s2"}],"assertion":"The student reported being made to kneel, being handcuffed and searched, and having a gun pointed at them.","causal_attribution":"First-person account given to a local television station and relayed by the CNN wire and the Guardian (one chain). CNN also states the handcuffing in its own voice without naming a source other than the student interview. Police statements inspected confirm a search only."},{"id":"c3","status":"reported","evidence":[{"locator":"reviewed and canceled the gun detection alert after confirming there was no weapon","relation":"supports","source_id":"s1"},{"locator":"The principal didn't immediately realize the alert had been canceled","relation":"supports","source_id":"s1"},{"locator":"she reported the matter to Kenwood's school resource officer, who called local police for support","relation":"supports","source_id":"s1"},{"locator":"The Department of School Safety and Security reviewed and canceled the initial alert after confirming there was no weapon.","relation":"supports","source_id":"s3"}],"assertion":"The school district security department reviewed and canceled the alert after confirming there was no weapon. A district spokesperson said the principal did not immediately realize the alert had been canceled. The principal reported the matter to the school resource officer, who called police.","causal_attribution":"Account of the review sequence comes from the principal letter and district spokespeople. It attributes the police response to a communication gap after human review and does not exonerate the alert."},{"id":"c4","status":"reported","evidence":[{"locator":"Baltimore County officials say they want a review of the process that led to Monday's police response.","relation":"supports","source_id":"s1"},{"locator":"Baltimore County councilmembers are calling on school officials and police to review an A.I. gun detection system","relation":"supports","source_id":"s3"},{"locator":"Our counselors will provide direct support to the students who were involved in this incident","relation":"supports","source_id":"s2"}],"assertion":"County councilmembers called for a review of the AI system, and the school said counselors would support the students involved.","causal_attribution":"Institutional responses reported by the outlets. The outcome of any review is not established in the inspected sources."}],"effects":[{"label":"Student searched by armed police after a false AI weapon alert","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://abc7.com/post/student-handcuffed-doritos-bag-mistaken-gun-schools-ai-security-system-baltimore-county-maryland/18073796/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"wbal-relay"},{"id":"s2","url":"https://www.theguardian.com/us-news/2025/oct/24/baltimore-student-ai-gun-detection-system-doritos","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"wbal-relay"},{"id":"s3","url":"https://www.cbsnews.com/baltimore/news/false-alarm-gun-detection-kenwood-maryland-artificial-intelligence-review/","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"wjz-cbs-baltimore"}],"version":1,"ai_roles":["institutional_use"],"contexts":["education","public_services"],"unknowns":["Event date is derived from the reports' \"Monday\" references relative to their publication dates (23 to 26 October 2025). The inspected bodies do not print the calendar date of the event.","The handcuffing and gun-pointing account is one first-person account relayed by two outlets, and CNN also states the handcuffing in its own voice without another named source. Police statements inspected confirm only a search after a report of a suspicious person with a weapon.","The outcome of the county review is not reported in the inspected sources.","The student's exact age is not stated. Sources call the student a teen and a child.","Vendor and district statements say the system worked as designed and that humans review alerts. Whether the review step or the alert caused the police dispatch is not settled."],"geography":{"basis":"The reports place the event at a high school in Baltimore County, Maryland, with the county police department and county council responding. Country is stated by place names in the inspected reports and is not inferred from outlet or vendor headquarters.","court_countries":[],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Three news reports read in full (one via Internet Archive capture). The AI alert, the absence of a weapon and the search are separately reported. The handcuffing account is attributed to the student. The student's name is omitted because the student is a minor.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"Two separately reported chains say the AI alert flagged the object: the CNN wire with a vendor statement (its student account is WBAL-derived, as is the Guardian, a WBAL relay), and local CBS reporting with vendor and superintendent statements. Both also report human review steps between the alert and the police response.","status":"supported"},"person_relations":["made_claim_about"]},"name":"Baltimore County, Maryland: school AI gun alert on a bag of chips leads to police search of a student","summary":"On a Monday evening in October 2025 (20 October by the reports' weekday references) an AI gun detection system (Omnilert) used at Kenwood High School alerted on a student holding an empty bag of chips. Police responded and searched the student and found no weapon. The student told a local television station that officers made them kneel, handcuffed them and pointed a gun at them. The school district says its security department reviewed and canceled the alert after confirming there was no weapon, and a district spokesperson said the principal did not immediately realize the alert had been canceled. County councilmembers called for a review. No outcome of a review is established in the sources.","incidentDate":"2025-10-20","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-10-23","aiSystem":"Omnilert AI Gun Detection System (video analytics on school security cameras)","aiProduct":"Omnilert gun detection","aiCompany":"Omnilert","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","psychological_distress"],"harmOutcomeSummary":"A student was searched by police after the AI alert and reported being handcuffed at gunpoint and fearing for their life (student account relayed by CNN and the Guardian). The school letter confirms a search and offers counseling.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"documented_minimum","affectedCountEvidence":"One student who was searched. Other students who witnessed the event are mentioned in the school letter but are not counted without a reported harm to each.","victimAgeRange":"minor","platformType":"other","primarySourceUrl":"https://www.cbsnews.com/baltimore/news/false-alarm-gun-detection-kenwood-maryland-artificial-intelligence-review/","primarySourceLabel":"CBS Baltimore (WJZ): A.I. gun detection false alarm at school has Baltimore County leaders calling for review, 23 October 2025","firstPublishedAt":"2026-09-29T12:42:19.255568+00:00","updatedAt":"2026-09-30T01:16:56.487109+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-student-reports-zero-grade-after-ai-detector-flag","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"Original post paragraphs 1–2 and final paragraphs about contacting the professor and fearing future accusations.","relation":"supports","source_id":"s1"}],"assertion":"The student reports a zero grade and distress after a checker allegedly flagged their discussion post as 85% AI-generated; they dispute the accusation.","causal_attribution":"The source reports the connection; independent causal verification is unavailable."}],"effects":[{"label":"Disputed zero grade and distress","claim_id":"c1","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.reddit.com/r/CollegeRant/comments/1mg05ov/","kind":"public_forum","access":"read","language":"en","translation_note":"","independence_group":"reddit-1mg05ov"}],"version":1,"ai_roles":["institutional_use"],"contexts":["education"],"unknowns":["Detector brand, original assignment, detector report, instructor response, appeal outcome and location are unknown."],"geography":{"basis":"The inspected account does not establish the event or affected person country.","court_countries":[],"event_countries":[],"affected_person_countries":[]},"publication":{"basis":"The complete original post was inspected in the public Reddit archive. The grade and detector claims are attributed to the student.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The complete original post was inspected in the public Reddit archive. The grade and detector claims are attributed to the student.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Student reports receiving a zero after a disputed AI-detector result","summary":"In an August 2025 first-person post, a student said they discovered a zero for a summer-course discussion assignment after a checker labelled 85% of the text AI-generated. They denied using AI to write it, reported contacting the professor, and described anger and fear of future accusations. Neither the detector output nor the school’s account was available for verification.","incidentDate":"2025-08-01","incidentKind":"single_event","incidentDatePrecision":"month","exposurePattern":"single_interaction","reportedDate":"2025-08-02","aiSystem":"Unidentified AI-writing detector","aiProduct":"Unidentified AI-text detector","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["educational_harm","psychological_distress"],"harmOutcomeSummary":"The student reports a zero grade and distress after a checker allegedly flagged their discussion post as 85% AI-generated; they dispute the accusation.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"documented_minimum","affectedCountEvidence":"One original poster affected by an institutional detector claim. Other students are not quantified.","victimAgeRange":"unknown","platformType":"other","primarySourceUrl":"https://www.reddit.com/r/CollegeRant/comments/1mg05ov/","primarySourceLabel":"What do you do when you're falsely accused of using AI?","firstPublishedAt":"2026-09-29T10:29:05.820148+00:00","updatedAt":"2026-09-30T01:17:16.928452+00:00","scopeVersion":"facts-v3","tags":["historical-2025"]},{"id":"2025-denver-columbine-valley-police-flock-alpr-package-theft-summons-voided","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'On Sept. 27,'; 'The sergeant later revealed that Bow Mar’s cameras showed she was in town from “11:52 until 12:09 exactly,” which is apparently when the package — total value $25 — was stolen.'; 'The sergeant left her with a summons for petty theft, a December court date and a gnawing feeling in her gut.'","relation":"supports","source_id":"s1"},{"locator":"'Footage from Flock surveillance cameras showing'; 'driving through the town from 11:52 a.m. to 12:09 p.m. on the day of the theft.'; 'before handing her the summons with a December court date.'","relation":"supports","source_id":"s2"},{"locator":"'A Columbine Valley police officer who used surveillance from AI-powered license plate readers to wrongly accuse a Denver woman of stealing a $25 package will be disciplined, town officials said.'","relation":"supports","source_id":"s5"}],"assertion":"On 27 September 2025 a Columbine Valley Police Department sergeant, who polices the neighbouring town of Bow Mar, came to a woman's home in south Denver, accused her of stealing a package worth about $25 from a Bow Mar doorstep on 22 September, citing Bow Mar's Flock camera records of her vehicle in town from 11:52 to 12:09, and issued her a petty-theft summons with a December court date.","causal_attribution":"The accusation rested on the Flock records placing her vehicle in Bow Mar, together with a doorbell video the sergeant said showed her; the decision to accuse her and issue a summons was the sergeant's."},{"id":"c2","status":"reported","evidence":[{"locator":"'She asked several times to watch the video that Milliman insisted proved her guilt, but he refused to show her.'","relation":"supports","source_id":"s2"},{"locator":"'If you're going to deny it, I'm not going to give you any courtesy.'","relation":"supports","source_id":"s1"},{"locator":"'On her doorstep, the officer issued a summons, without ever looking at the surveillance video Elser had.'","relation":"supports","source_id":"s3"}],"assertion":"The sergeant refused to show her the theft video he said proved her guilt and declined her offer of footage from her truck's cameras, telling her she could bring it to court.","causal_attribution":"Conduct of the officer, as recorded on her doorbell camera and described by her."},{"id":"c3","status":"reported","evidence":[{"locator":"'She had, in fact, driven through Bow Mar on Sept. 22 — but only to visit her tailor for a 12 p.m. gown fitting ahead of a charity event, she said.'; 'Eventually, on Oct. 11, she sent all the evidence to the chief.'; 'we have voided the summons that was issued,'","relation":"supports","source_id":"s1"},{"locator":"'It was not until approximately two weeks later that exculpatory evidence was submitted to our department for review, and the decision was made to drop the charges.'","relation":"supports","source_id":"s3"}],"assertion":"She had driven through Bow Mar on 22 September only to reach a tailor's appointment; over about two weeks she compiled her truck's camera footage and GPS records and the tailor's camera images, sent them to the police chief on 11 October, and on 15 October the chief wrote that the summons had been voided.","causal_attribution":"The town's statement confirms the charge was dropped after she submitted evidence; it maintains the officer had a reasonable belief when issuing the summons."},{"id":"c4","status":"reported","evidence":[{"locator":"'This incident has caused me significant emotional distress, financial burden, and professional concern,'; 'since a theft allegation could damage or derail her career in financial services.'","relation":"supports","source_id":"s1"},{"locator":"'I didn’t do a lot of sleeping the first couple of nights,'","relation":"supports","source_id":"s2"}],"assertion":"She says the accusation caused her emotional distress and sleeplessness and worried her because a theft allegation could damage her career in financial services.","causal_attribution":"Her own account of the effects of the accusation."},{"id":"c5","status":"reported","evidence":[{"locator":"'We have decided that appropriate disciplinary action will be applied to the officer involved in this event.'","relation":"supports","source_id":"s3"},{"locator":"'But the town hasn’t apologized to'","relation":"supports","source_id":"s4"},{"locator":"'But the town did not reveal what discipline the officer faces'","relation":"supports","source_id":"s5"}],"assertion":"The Town of Columbine Valley said the officer would face appropriate disciplinary action without saying what it was, and had not apologised to her as of November 2025.","causal_attribution":"Institutional response to the accusation."},{"id":"c6","status":"reported","evidence":[{"locator":"'it seemed that the sergeant had only connected her to the case because her vehicle was in the area.'","relation":"supports","source_id":"s1"},{"locator":"'Data security analysts say there’s no indication the Flock technology malfunctioned in the'","relation":"supports","source_id":"s6"}],"assertion":"No source reports that the Flock cameras misread anything: her vehicle was in Bow Mar when recorded, and the error lay in linking that presence to the theft.","causal_attribution":"Context for the AI role: the automated records were accurate; the inference drawn from them was wrong."}],"effects":[{"label":"a woman was accused of package theft and issued a petty-theft summons based on Flock camera records of her car passing through town","claim_id":"c1","direction":"negative"},{"label":"she spent about two weeks assembling her own evidence before the summons was voided","claim_id":"c3","direction":"negative"},{"label":"she describes emotional distress, sleeplessness and fear for her career","claim_id":"c4","direction":"negative"}],"sources":[{"id":"s1","url":"https://denverite.com/2025/10/27/bow-mar-flock-cameras-accusation/","kind":"news_report","access":"read","language":"en","translation_note":"Denverite, 27 October 2025 (Andrew Kenney), the first report. Full body read via the r.jina.ai relay on 2026-09-29 (direct curl 403 on the sibling Denverite URL). Denverite viewed her doorbell video and truck footage and the chief's email as provided by her.","independence_group":"accused-woman-account"},{"id":"s2","url":"https://coloradosun.com/2025/10/28/flock-camera-police-colorado-columbine-valley/","kind":"news_report","access":"read","language":"en","translation_note":"The Colorado Sun, 28 October 2025. Direct curl 429; full body read from an Internet Archive capture (gzip-decoded) on 2026-09-29. Separate interview and viewing of the doorbell footage, but the account still rests on the accused woman and her recordings, so grouped with s1.","independence_group":"accused-woman-account"},{"id":"s3","url":"https://www.cbsnews.com/colorado/news/flock-cameras-lead-colorado-police-wrong-suspect/","kind":"news_report","access":"read","language":"en","translation_note":"CBS News Colorado, updated 13 November 2025 (Karen Morfitt), read by curl on 2026-09-29 (HTTP 200). Carries the Town of Columbine Valley administrator's statement verbatim; the rest is her interview and doorbell footage.","independence_group":"accused-woman-account"},{"id":"s4","url":"https://denverite.com/2025/11/11/flock-package-theft-denver-surveillance-discipline/","kind":"news_report","access":"read","language":"en","translation_note":"Denverite, 11 November 2025, read via r.jina.ai on 2026-09-29 (direct curl 403). Quotes the town statement on discipline.","independence_group":"accused-woman-account"},{"id":"s5","url":"https://coloradosun.com/2025/11/11/columbine-valley-police-officer-flock-disciplinary-action/","kind":"news_report","access":"read","language":"en","translation_note":"The Colorado Sun, 11 November 2025, read from an Internet Archive capture on 2026-09-29 (direct curl 429). Says the town did not reveal the discipline and public-records requests were unfulfilled.","independence_group":"accused-woman-account"},{"id":"s6","url":"https://moneywise.com/news/top-stories/flock-ai-cameras-denver-woman-false-accusation-package-theft","kind":"news_report","access":"read","language":"en","translation_note":"Moneywise, 8 September 2026 (syndicated to Yahoo Finance, the queue lead), read via r.jina.ai on 2026-09-29 (direct 403). Retells the CBS Colorado report and adds commentators; derivative, used only for the no-malfunction observation. It misspells her surname once.","independence_group":"accused-woman-account"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice","privacy"],"unknowns":["Which court the summons was returnable to, and whether any record of it remains.","What disciplinary action was taken against the officer.","Who took the package.","Whether she pursued the legal claim she said she was considering; no lawsuit was found on CourtListener or in news through September 2026."],"geography":{"basis":"The accusation was made at her home in south Denver and concerned a theft in Bow Mar, Colorado; the summons set a December court date, but the court is not named, so no court country is recorded.","court_countries":[],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published as a concrete case of a police accusation built on automated license-plate-reader records, with a documented adverse consequence (a petty-theft summons later voided). The account rests on the accused woman's interviews and recordings reported by three Colorado outlets, and on the town's statement. She is not named here.","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The sergeant told her on her doorbell video, viewed by Denverite, the Colorado Sun and CBS Colorado, that Bow Mar's Flock cameras placed her vehicle in town during the theft window; the Colorado Sun describes the system as AI-powered license plate readers. The camera records were not reported as wrong. The town's statement does not mention Flock.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Denver, Colorado: a police sergeant cited Flock license-plate-camera records of a woman's truck passing through the town of Bow Mar to accuse her of stealing a $25 package and issued a petty-theft summons; she spent about two weeks proving she had only driven through, and the summons was voided","summary":"On 27 September 2025 a sergeant from the Columbine Valley Police Department, which polices the small town of Bow Mar, came to the south Denver home of a woman in her 40s who works in financial services and accused her of stealing a package worth about $25 from a Bow Mar doorstep on 22 September. He cited Bow Mar's Flock camera records showing her truck in town between 11:52 and 12:09, said he also had the victim's doorbell video, refused to show it to her, and issued a petty-theft summons with a December court date. She had driven through Bow Mar to a tailor's appointment. Over about two weeks she gathered her truck's camera footage and GPS records and the tailor's camera images and sent them to the police chief, who wrote on 15 October that the summons had been voided. She describes emotional distress and fear for her career. The town said the officer had a reasonable belief at the time but would face unspecified disciplinary action; it did not apologise. No source reports that the cameras misread anything.","incidentDate":"2025-09-27","incidentEndDate":"2025-10-15","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-10-27","aiSystem":"Flock Safety automated license-plate-reader cameras operated for the town of Bow Mar, Colorado (described by the Colorado Sun as AI-powered), whose records placed her vehicle in town during the theft window","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"low","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","psychological_distress"],"harmOutcomeSummary":"She was accused of theft and issued a petty-theft summons on the strength of Flock camera records of her truck passing through town, spent about two weeks proving her whereabouts before it was voided, and describes emotional distress and fear for her career (her account and recordings, reported by Denverite, the Colorado Sun and CBS Colorado; the town confirms the charge was dropped).","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"The accused woman (1 other person). Her husband helped gather evidence but no harm to him is reported, so he is not counted.","victimAgeRange":"adult","jurisdiction":"US-CO","platformType":"other","outcomeType":"internal_action","outcomeStatus":"resolved","primarySourceUrl":"https://denverite.com/2025/10/27/bow-mar-flock-cameras-accusation/","primarySourceLabel":"Denverite, 27 October 2025: Police used Flock cameras to accuse a Denver woman of package theft. She had her own evidence","firstPublishedAt":"2026-09-29T09:04:11.701905+00:00","updatedAt":"2026-09-30T01:17:00.997394+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","false-accusation","police","colorado","denver","justice"]},{"id":"2025-isaacs-flock-alpr-wrongful-arrest-florida","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Investigators found Lindsey's black Dodge Durango through a Flock automated license plate reader. The camera recorded her vehicle traveling eastbound near the Seminole and Volusia county line at 9:51 p.m. That camera was about three miles west of the crash scene. The crash happened around 9:53 p.m.'; 'A 911 caller described a maroon Dodge Durango and provided part of its license plate number'; 'A specialized Florida Highway Patrol team later inspected Lindsey's vehicle and reported finding no damage'.","relation":"supports","source_id":"s1"},{"locator":"'Isaacs' attorney said location data and the timing of the incident showed Isaacs could not have been at the scene.'","relation":"supports","source_id":"s2"}],"assertion":"A Flock automated license-plate reader recorded her black Dodge Durango eastbound near the Seminole and Volusia county line at 9:51 p.m. on 4 October 2025, about three miles west of a crash at about 9:53 p.m. that killed three people, and investigators found her vehicle through that record; a 911 caller had described a maroon Durango with a partial plate, and an FHP inspection found no crash damage on her SUV.","causal_attribution":"The camera detail and timing are Fox's account of the complaint and her attorney's analysis, consistent with Flock's statement quoted in the same article; WKMG confirms the location-data-and-timing defence without the specifics."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'On April 17, 2026, Lindsey got a call from her attorney. She had to surrender that day'; 'She faced eight felony charges: three counts of vehicular homicide...'; 'she described spending her first several days in solitary confinement'; 'led to her being arrested and 13 days in jail'.","relation":"supports","source_id":"s1"},{"locator":"'Isaacs was arrested in April and accused of driving the SUV involved in an October crash on Interstate 4 near DeBary that killed three people. She spent 13 days in jail and two weeks out on bond before the charges were dropped.'","relation":"supports","source_id":"s2"}],"assertion":"She was arrested on 17 April 2026 on eight felony charges including three counts of vehicular homicide, spent 13 days in jail with the first several days in solitary confinement, and then two weeks out on bond before the charges were dropped.","causal_attribution":"Two independent chains (a national interview and a local station) agree on the arrest, the 13 days and the dropped charges; the exact charge list and solitary confinement come from Fox."},{"id":"c3","status":"corroborated","evidence":[{"locator":"'On May 22, the State Attorney's Office formally declined to prosecute Lindsey on all eight charges. Authorities then arrested Alisa Lee Montalvo... She faces nine charges, including three counts of vehicular homicide and tampering with physical evidence. She has not been convicted'.","relation":"supports","source_id":"s1"},{"locator":"'Florida Highway Patrol later arrested another woman who investigators said was actually driving the vehicle that caused the crash.'","relation":"supports","source_id":"s2"}],"assertion":"On 22 May 2026 the State Attorney's Office formally declined to prosecute her on all eight charges, and troopers arrested another woman, alleged to have driven a maroon Dodge Durango, on nine charges including three counts of vehicular homicide; she has not been convicted.","causal_attribution":"Both outlets report the dismissal and the second arrest; the date and the second suspect's charges come from Fox."},{"id":"c4","status":"corroborated","evidence":[{"locator":"'Lindsey has since filed a federal civil rights lawsuit against two Florida Highway Patrol troopers involved in the investigation, alleging false arrest, wrongful imprisonment and malicious prosecution.'","relation":"supports","source_id":"s1"},{"locator":"'The state kept the SUV for months. Isaacs' attorneys later obtained it while conducting their own investigation and preserving evidence for a lawsuit Isaacs filed against the Florida Highway Patrol.'; 'getting her Dodge Durango back Thursday'.","relation":"supports","source_id":"s2"}],"assertion":"She has filed a federal civil-rights lawsuit over the arrest; her attorneys recovered her impounded SUV on 27 August 2026 while preserving evidence for the suit.","causal_attribution":"Fox names the defendants as two troopers; WKMG describes the suit as against the Florida Highway Patrol. The complaint was not inspected."},{"id":"c5","status":"reported","evidence":[{"locator":"Flock statement: 'Flock cameras provide investigative leads; they do not identify perpetrators, determine guilt, or make arrest decisions. In fact, the complaint itself calls the Flock evidence \"exculpatory, not inculpatory\"'; Isaacs: '\"I 100% think the second one you said, how police interpret the camera footage\"'.","relation":"supports","source_id":"s1"}],"assertion":"Flock Safety said its cameras provide investigative leads and do not identify perpetrators or make arrest decisions, that the complaint itself calls the Flock evidence exculpatory, and that the camera accurately placed her vehicle three miles from the scene two minutes before the crash; Isaacs said she blames how police interpreted the data rather than the technology.","causal_attribution":"The vendor's and the plaintiff's positions on causation, both as quoted by Fox; recorded as the dispute behind causation_status."},{"id":"c6","status":"reported","evidence":[{"locator":"'Florida Attorney General James Uthmeier addressed the case in June after News 6 questioned him about the investigation. \"Mistakes shouldn't happen. They do sometimes,\" Uthmeier said. \"This was not a good case.\"'","relation":"supports","source_id":"s2"}],"assertion":"Florida Attorney General James Uthmeier said in June 2026: 'Mistakes shouldn't happen. They do sometimes. This was not a good case.'","causal_attribution":"Official comment to WKMG."}],"effects":[{"label":"arrested on eight felonies and jailed 13 days after an automated plate-reader sighting was treated as identification; charges dropped","claim_id":"c2","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.foxnews.com/tech/innocent-woman-says-police-use-flock-camera-led-13-days-jail","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-16 (datePublished 2026-09-09T09:12-04:00; Kurt Knutsson; first-person interview with Isaacs on the CyberGuy Report podcast, her attorney's analysis, the federal complaint, Flock Safety's statement).","independence_group":"fox-cyberguy"},{"id":"s2","url":"https://www.clickorlando.com/news/local/2026/08/27/woman-wrongly-arrested-in-fatal-volusia-county-crash-gets-suv-back/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-16 (datePublished 2026-08-27T21:48Z; WKMG News 6 Volusia County correspondent; own interview at the tow yard and the attorney general's June comment to News 6).","independence_group":"wkmg"}],"version":1,"ai_roles":["institutional_use"],"contexts":["justice"],"unknowns":["The federal complaint was not inspected; its case number, filing date and exact defendants are not given consistently (Fox: two troopers; WKMG: the Florida Highway Patrol).","When police first came to her home after the 4 October crash is not dated in the inspected sources.","The bond amount and the exact release date are not reported.","Earlier local coverage of the arrest and dismissal (WFTV, May 2026) was not inspected: the site refuses requests from outside the United States.","The second suspect's case is pending; she has not been convicted."],"geography":{"basis":"Event: the I-4 crash near DeBary, her home, the Volusia County jail and the Florida Highway Patrol investigation, Florida. Affected person: Volusia County, Florida (WKMG). Courts: Volusia County criminal charges (dropped); the federal civil-rights suit in Florida.","court_countries":["US"],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional automated-record case: an automated license-plate reader's record about her vehicle was treated by investigators as identification and led to eight felony charges and 13 days in jail before the charges were dropped, documented by a national interview and an independent local station. The vendor's position that the record was accurate and exculpatory is preserved, so causation is recorded as disputed. She is named in her own interviews and the public court record; the second suspect is named only as charged and unconvicted.","reviewed_on":"2026-09-16"},"ai_involvement":{"basis":"Fox News reports, and Flock Safety's own statement confirms, that a Flock automated license-plate reader recorded her vehicle near the crash and that investigators found her through that record; the reader's record was accurate, and the parties dispute whether investigators' reliance on it caused the arrest (the complaint) or whether the data was exculpatory and misread (Flock).","status":"supported"},"person_relations":["made_claim_about"]},"name":"Florida: Lindsey Isaacs jailed 13 days on vehicular-homicide charges after troopers treated a Flock license-plate-reader sighting of her SUV as identification; charges dropped and another driver arrested","summary":"After a crash on Interstate 4 near DeBary, Florida, on 4 October 2025 killed three people, a Flock Safety automated license-plate reader recorded Lindsey Isaacs's black Dodge Durango about three miles west of the scene two minutes before the collision. Although a 911 caller had described a maroon Durango with a partial plate that did not match, and a Florida Highway Patrol inspection found no crash damage on her SUV, she was arrested on 17 April 2026 on eight felony counts including three of vehicular homicide, spent 13 days in jail (the first several in solitary) and two weeks on bond, and her SUV was impounded for months. On 22 May 2026 the State Attorney's Office declined to prosecute all eight charges and troopers arrested another woman said to have been driving a maroon Durango. Isaacs has filed a federal civil-rights suit against two troopers; Flock Safety says its cameras provide leads, not identifications, and that its data was exculpatory. Florida's attorney general called it 'not a good case'.","incidentDate":"2025-10-04","incidentEndDate":"2026-05-22","incidentKind":"bounded_series","incidentDatePrecision":"range","exposurePattern":"unknown","reportedDate":"2026-08-27","aiSystem":"Flock Safety automated license plate reader (camera near the Seminole and Volusia county line on Interstate 4)","aiProduct":"Flock Safety license plate readers","aiCompany":"Flock Safety","severity":"high","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_liberty","legal_harm","psychological_distress","property_loss"],"harmOutcomeSummary":"A 23-year-old was charged with eight felonies including three counts of vehicular homicide, jailed for 13 days (partly in solitary) and had her SUV impounded for months after investigators treated an automated license-plate-reader sighting of her vehicle near a fatal crash as identification; the charges were dropped and she describes lasting mental, physical and emotional effects.","frameworkFacets":[],"causationStatus":"disputed","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One person, Lindsey Isaacs, was arrested and jailed; the three people killed in the crash are not counted as harmed by the AI-related error.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"lawsuit_filed","outcomeStatus":"ongoing","primarySourceUrl":"https://www.foxnews.com/tech/innocent-woman-says-police-use-flock-camera-led-13-days-jail","primarySourceLabel":"Fox News (Kurt Knutsson, CyberGuy Report), 9 September 2026: interview with Isaacs and her attorney; the complaint; the Flock Safety statement; the FDOT permit revocation","firstPublishedAt":"2026-09-16T03:16:39.652666+00:00","updatedAt":"2026-09-30T01:17:06.64361+00:00","scopeVersion":"facts-v3","tags":["flock","alpr","license-plate-reader","wrongful-arrest","florida","volusia-county","justice","made-claim-about","lawsuit"]},{"id":"2025-washington-il-snapchat-flag-student-teacher-arrest","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'The social media site flagged the message and warned the FBI, which then notified the Sheriff's Office'; 'the office had been informed on Jan. 29, 2025, at 1:06 p.m. that the FBI had received a threat via Snapchat involving someone at John A. Hensey School in Washington.'","relation":"supports","source_id":"s1"},{"locator":"District email: 'The use of that obviously inappropriate language on the social media site triggered a report to law enforcement who subsequently interviewed the student teacher.'","relation":"context","source_id":"s2"}],"assertion":"Snapchat's systems flagged the woman's private group-chat message and warned the FBI, which notified the Tazewell County Sheriff's Office on 29 January 2025 at 1:06 p.m.","causal_attribution":"One outlet group (Peoria Journal Star) carrying two distinct records (sheriff's reports via FOIA; the district's email). The flagging technology is unspecified; no second independent outlet describes the mechanism, so the claim stays reported."},{"id":"c2","status":"corroborated","evidence":[{"locator":"'In a chat with her boyfriend and her two roommates, she advised whether she should \"shoot the child or just the whole school?\"' (sheriff's reports).","relation":"supports","source_id":"s1"},{"locator":"'Volpe sent the message to her friends, asking them whether she should \"shoot\" the student.'","relation":"supports","source_id":"s3"}],"assertion":"The flagged message asked whether she should 'shoot the child or just the whole school' (sheriff's reports' rendering); the district's email and 25News Now report her asking friends whether she should 'shoot' the student.","causal_attribution":"Wordings differ slightly between the sheriff's reports and the district/25News accounts; both versions are attributed. She confirmed sending the message and said it was a joke."},{"id":"c3","status":"corroborated","evidence":[{"locator":"Body-cam account: interview in an empty classroom, Miranda rights, the flagged message shown, consent forms, classroom search finding nothing; 'she would be arrested in Tazewell County'.","relation":"supports","source_id":"s1"},{"locator":"'deputies arrested [her] at John L. Hensey Elementary School around 1 p.m. Wednesday. She was booked into the Tazewell County Jail for disorderly conduct.'","relation":"supports","source_id":"s3"}],"assertion":"Deputies interviewed her at the school, read her Miranda rights, searched her phone and belongings with consent and found no weapons; they arrested her on a disorderly conduct charge and she was booked into the Tazewell County Jail.","causal_attribution":"The arrest and booking are established by two independent local outlets; the interview detail comes from the FOIA body-cam footage and police reports."},{"id":"c4","status":"corroborated","evidence":[{"locator":"'Deputies interviewed her and came to the conclusion that she made the comment out of \"exasperation,\" had no intentions to harm anyone, and was not a threat to the school.'","relation":"supports","source_id":"s3"},{"locator":"District email: 'Law enforcement officers quickly determined that the student teacher made the statement out of exasperation... but did not have any actual intent to shoot anyone or otherwise cause harm.'","relation":"supports","source_id":"s2"}],"assertion":"The Sheriff's Office and the district concluded the remark was made out of exasperation, with no intent to harm and no threat to the school.","causal_attribution":"Both the district's letter and the deputies' own conclusion are attributed; no source reports any contrary finding."},{"id":"c5","status":"corroborated","evidence":[{"locator":"'it said the student teacher would not be returning to District 50 to complete her assignment.'","relation":"supports","source_id":"s2"},{"locator":"Superintendent Chad Allaman's letter: 'Volpe is not returning to the school to finish her educational assignment.'","relation":"supports","source_id":"s3"}],"assertion":"The district told parents she would not return to District 50 to complete her educational assignment.","causal_attribution":"The district's decision is attributed to its own letter carried by two outlets."}],"effects":[{"label":"arrest and loss of a teaching placement after an automated flag escalated a private joke to law enforcement","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.pjstar.com/story/news/local/2026/04/10/how-an-fbi-tip-led-to-arrest-of-a-student-teacher-in-washington-illinois/88217675007/","kind":"news_report_foia_records","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2026-04-10T11:15Z; 34 paragraphs). Based on sheriff's deputy and detective reports plus body-camera footage obtained by FOIA from the Tazewell County Sheriff's Office.","independence_group":"pjstar"},{"id":"s2","url":"https://www.pjstar.com/story/news/education/2025/01/30/washington-il-student-teacher-makes-inappropriate-shooting-comment-district-says/78061557007/","kind":"news_report","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2025-01-30T23:13Z). Based on the District 50 email to parents; withheld the teacher's name.","independence_group":"pjstar"},{"id":"s3","url":"https://www.25newsnow.com/2025/01/31/exasperated-student-teacher-wont-return-after-allegedly-commenting-about-shooting-student/","kind":"local_tv_news","access":"read","language":"en","translation_note":"Read in English on 2026-09-15 (datePublished 2025-01-31T17:07Z). Attributes to deputies and the school district; names the teacher from jail records — the name is deliberately not carried into this public record.","independence_group":"week-25news"},{"id":"s4","url":"https://thoughtcatalog.com/jeremy-london/2026/08/snapchat-scans-your-private-group-chats-and-a-22-year-old-teacher-found-out-when-deputies-showed-up-to-arrest-her-over-a-joke/","kind":"content_farm_rehash","access":"read","language":"en","translation_note":"Read on 2026-09-15 (datePublished 2026-08-02). Two substantive paragraphs, 'reportedly' framing, no place, date or document; derivative of the 2025 local reporting with embellishments. Recorded for provenance; never cited as support.","independence_group":"thought-catalog"}],"version":1,"ai_roles":["institutional_use"],"contexts":["education","work","justice","privacy"],"unknowns":["The disposition of the disorderly conduct charge (dismissal, plea, supervision) is not reported in the inspected sources.","The flagging technology Snapchat used (automated classifiers, hash matching or otherwise) is not specified in the inspected records.","Whether she continued teacher training elsewhere is not reported.","The school's name appears as 'John A. Hensey School' (Peoria Journal Star) and 'John L. Hensey Elementary School' (25News Now); the discrepancy is unresolved.","The exact interval between sending the message and the FBI referral is not stated; content-farm claims of 'within an hour' are unverified."],"geography":{"basis":"Event: John A. Hensey School, Washington, Illinois (25News Now renders the school name 'John L. Hensey Elementary School'), and the Tazewell County Jail. Affected person: the student teacher at that school. No court proceeding is reported, so court_countries is [].","court_countries":[],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the 2026-09-15 charter as an institutional-use automated-moderation case: a consequential institutional response (arrest, placement loss) to an automated flag of a private message, documented by FOIA-based local reporting. She is an adult; although local TV named her from jail records, she is not named here because deputies cleared her of intent and republication adds reputational risk without evidential value.","reviewed_on":"2026-09-15"},"ai_involvement":{"basis":"Police reports obtained under FOIA state 'the social media site flagged the message and warned the FBI', and the district's email says the language use 'triggered a report to law enforcement'; no human reporter was involved. The flagging technology (automated classifiers or otherwise) is not specified in the inspected records.","status":"supported"},"person_relations":["made_decision_about","made_claim_about"]},"name":"Washington, Illinois: Snapchat flagged a student teacher's private joke to the FBI; she was arrested at her school and lost her placement","summary":"On 29 January 2025, a 22-year-old student teacher at a District 50 elementary school in Washington, Illinois, vented in a private Snapchat group chat with her boyfriend and two roommates after a third-grade student turned off her computer mid lesson-plan, asking whether she should 'shoot the child or just the whole school' (per sheriff's reports). Snapchat's systems flagged the message and warned the FBI, which notified the Tazewell County Sheriff's Office at 1:06 p.m. Deputies interviewed her at the school, confirmed she sent it as a joke, searched her phone and belongings with her consent and found no weapons, and arrested her on a disorderly conduct charge; they concluded she had spoken out of 'exasperation' with no intent to harm and no threat to the school. The district told parents she would not return to complete her educational assignment.","incidentDate":"2025-01-29","incidentKind":"single_event","incidentDatePrecision":"day","exposurePattern":"single_interaction","reportedDate":"2025-01-30","aiSystem":"Snapchat automated content-flagging system","aiProduct":"Snapchat content-flagging system","aiCompany":"Snap Inc.","severity":"medium","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["legal_harm","professional_harm"],"harmOutcomeSummary":"A private joke flagged by an automated system led to an armed-response interview at her workplace, arrest and jail booking on a disorderly conduct charge, and the loss of her student-teaching placement, although deputies and the district concluded she never intended harm.","frameworkFacets":[],"causationStatus":"supported","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"One documented harmed person: the student teacher, subject to the platform's institutional automated flagging (counted under institutional use, not as an AI user). No student or staff member was aware of the conversation per the district; the referenced third-grade student is not counted as harmed (deputies found no threat and no one else saw the private message).","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"criminal_charges","outcomeStatus":"unknown","primarySourceUrl":"https://www.pjstar.com/story/news/local/2026/04/10/how-an-fbi-tip-led-to-arrest-of-a-student-teacher-in-washington-illinois/88217675007/","primarySourceLabel":"Peoria Journal Star (10 Apr 2026) — FOIA-based account: sheriff's reports and body-camera footage","firstPublishedAt":"2026-09-15T05:24:48.263548+00:00","updatedAt":"2026-09-30T01:17:21.046347+00:00","scopeVersion":"facts-v3","tags":["privacy","automated-moderation","snapchat","education","arrest","institutional-use","illinois"]}]}