{"meta":{"exportedAt":"2026-10-23T08:09:36.881Z","formatVersion":2,"selection":{"q":"florida","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"unknown","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":2,"coverage":{"cases":2,"countries":1,"languages":1,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":2,"lawsuits":0,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":2,"mixedRelations":0,"unknownRelations":0,"relationPending":0,"relationUnknown":0},"countingNote":"Distinct public cases in this selection. People counts apply within individual cases only; cross-case person overlap has not been resolved. No population incidence estimate.","affectedCountNote":"Interpret person counts with affectedCountStatus and the reported effects. Unquantified zeros are placeholders, not a measured zero.","source":"AI incidents","publisher":"NOPE","url":"https://nope.net/incidents","license":"CC BY 4.0"},"incidents":[{"id":"2026-us-hospital-nurses-say-ai-scheduling-tool-overrode-shift-requests-and-assigned-days-off","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'Since 2023, HCA has rolled out an AI scheduling tool it co-developed with Palantir called Timpani at roughly 130 of its 190 locations.'; 'it uses algorithmic forecasts of patient volumes and staffing needs to automatically build nursing schedules'; 'The efficiency comes from AI generating stronger initial schedules,'","relation":"supports","source_id":"s1"}],"assertion":"HCA co-developed Timpani with Palantir as an AI scheduling tool, has rolled it out at roughly 130 of 190 locations since 2023, and uses it to build nursing schedules automatically from algorithmic forecasts; an HCA executive wrote that its efficiency comes from AI generating stronger initial schedules.","causal_attribution":"WIRED's description and the executive's paper as quoted; this establishes the AI scheduling role."},{"id":"c2","status":"reported","evidence":[{"locator":"'Over the past four months, Amber Retzloff, a critical care nurse in Florida, requested to work 50 specific 12-hour shifts. But over half the time, she says her hospital'; 'Palantir-powered scheduling software assigned her to different shifts, often putting her on back-to-back-to-back days and leaving her mentally drained.'","relation":"supports","source_id":"s1"}],"assertion":"A Florida critical care nurse said that over four months the scheduling software assigned her different shifts for over half of the 50 she requested, often back-to-back days that left her mentally drained.","causal_attribution":"The nurse's own account to WIRED."},{"id":"c3","status":"reported","evidence":[{"locator":"'Barker says now essentially every nurse has been assigned to work on a day they were supposed to be off. Barker delayed a long-planned doctor'; 'appointment for a chronic condition after struggling to trade an assigned red day.'","relation":"supports","source_id":"s1"}],"assertion":"A Missouri nurse said the tool assigned essentially every nurse at the facility to work a requested day off, and that the nurse delayed a long-planned doctor's appointment for a chronic condition after struggling to trade such a day.","causal_attribution":"The nurse's own account to WIRED."},{"id":"c4","status":"reported","evidence":[{"locator":"'says that nursing leaders, not Timpani, make final scheduling decisions'; 'On average, Timpani schedules nurses for 1 percent of their requested days off, or what are known as red days, according to HCA.'","relation":"supports","source_id":"s1"}],"assertion":"HCA says nursing leaders, not Timpani, make final scheduling decisions, that the tool schedules nurses on 1 percent of requested days off on average, and that it keeps improving the tool on nurses' feedback.","causal_attribution":"HCA's statements, preserved as counterevidence on who decides."}],"effects":[{"label":"nurses say an AI scheduling tool overrode their shift requests and days off, leaving one exhausted and leading another to delay a medical appointment","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.wired.com/story/ai-making-mess-of-nurses-schedules-they-say-its-a-safety-issue/","kind":"news_report","access":"read","language":"en","translation_note":"Read in full in English on 2026-10-13 (HTTP 200); no translation. WIRED reports interviews with nurses, HCA's and Palantir's statements and an HCA executive's paper.","independence_group":"wired-nurse-interviews"}],"version":1,"ai_roles":["institutional_use"],"contexts":["work","health"],"unknowns":["The dates of the specific assignments described; WIRED reports the four months before its October 2026 article for the Florida nurse.","Whether managers reviewed or edited the specific schedules the nurses describe.","The outcome of the Missouri union grievance."],"geography":{"basis":"WIRED places the nurses at HCA hospitals in Florida and Missouri, United States.","court_countries":[],"event_countries":["US"],"affected_person_countries":["US"]},"publication":{"basis":"Published under the approved AI workforce-scheduling class: two named nurses told WIRED that HCA's AI scheduling tool, which builds schedules automatically, assigned them shifts and a requested day off against their preferences, with exhaustion and a delayed medical appointment as consequences. HCA disputes that the tool makes final decisions.","reviewed_on":"2026-10-13"},"ai_involvement":{"basis":"WIRED describes Timpani as an AI scheduling tool that builds nursing schedules automatically from algorithmic forecasts of patient volumes and staffing, and quotes HCA's innovation executive writing that its efficiency comes from AI generating stronger initial schedules, which distinguishes it from ordinary rota software by the operator's own account. The nurses say the tool assigned them shifts and days off against their requests, with the consequences they describe. HCA says nursing leaders make the final decisions, so the allocation is recorded both as the tool's decision (nurses' account) and as an AI output informing managers' decisions (HCA's account).","status":"reported"},"person_relations":["made_decision_about","informed_decision_about"]},"name":"US: HCA nurses tell WIRED its AI scheduling tool overrode their shift requests and scheduled them on requested days off; one delayed a medical appointment","summary":"Nurses at HCA Healthcare, the largest US hospital chain, told WIRED, in an article published on 2 October 2026, that Timpani, an AI scheduling tool HCA co-developed with Palantir and has rolled out at about 130 of its 190 locations, assigns shifts that ignore their requests. A Florida critical care nurse said that over four months the tool gave her different shifts for more than half of the 50 she requested, often back-to-back days that left her mentally drained. A Missouri nurse said essentially every nurse at their facility had been assigned to work on a requested day off, and that they delayed a long-planned doctor's appointment for a chronic condition after struggling to trade such a day. HCA says nursing leaders, not Timpani, make final scheduling decisions and that the tool schedules nurses on about 1 percent of requested days off.","incidentKind":"ongoing_experience","incidentDatePrecision":"unknown","exposurePattern":"repeated_interactions","reportedDate":"2026-10-02","aiSystem":"Timpani, an AI scheduling tool co-developed by HCA Healthcare and Palantir on Palantir Foundry, which uses algorithmic forecasts of patient volumes and staffing needs to build nursing schedules automatically","aiProduct":"Timpani","severity":"low","verificationStatus":"credible","harmCategories":[],"harmOutcomes":["loss_of_autonomy","psychological_distress","treatment_disruption"],"harmOutcomeSummary":"According to the nurses interviewed by WIRED, the AI scheduling tool repeatedly assigned a Florida nurse shifts she had not requested, often back-to-back days that left her mentally drained, and assigned a Missouri nurse to work on a requested day off, leading Barker to delay a doctor's appointment for a chronic condition. HCA says managers make final decisions.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":2,"affectedCountStatus":"partial","affectedCountEvidence":"Two counted: the Florida and Missouri nurses who describe specific consequences. Barker says essentially every nurse at the Missouri centre was assigned a requested day off, and five other nurses describe problems, but no further count with a stated consequence is given; patients are not counted.","victimAgeRange":"adult","jurisdiction":"US","platformType":"other","outcomeType":"media_coverage","outcomeStatus":"ongoing","primarySourceUrl":"https://www.wired.com/story/ai-making-mess-of-nurses-schedules-they-say-its-a-safety-issue/","primarySourceLabel":"WIRED, 2 October 2026: AI is making a mess of nurses' schedules","firstPublishedAt":"2026-10-13T03:27:43.266051+00:00","updatedAt":"2026-10-13T03:27:43.266051+00:00","scopeVersion":"facts-v3","tags":["workplace-ai","scheduling","nurses","hospital","palantir","union-grievance"]},{"id":"2026-florida-atlantic-university-students-zero-grades-after-ai-detection-flags","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"'a sophomore studying computer science at FAU, submitted a paper last year and received a zero after his professor flagged it for AI use after applying it to Turnitin'; 'he received a better grade'","relation":"supports","source_id":"s1"}],"assertion":"A computer science sophomore submitted a paper and received a zero after the professor flagged it for AI use after applying it to Turnitin; after the student emailed the professor, the student received a better grade.","causal_attribution":"The newspaper's account, resting on the student's interview. The professor's account and the Turnitin report are not given."},{"id":"c2","status":"reported","evidence":[{"locator":"'I ran it through an AI detector [Turnitin] myself to see why it got flagged, and the AI said my writing was overly human-sounding'","relation":"supports","source_id":"s1"}],"assertion":"That student says they ran the paper through an AI detector themselves and it said the writing was overly human-sounding.","causal_attribution":"Student's own statement. The bracketed tool name is the newspaper's insertion."},{"id":"c3","status":"reported","evidence":[{"locator":"'was accused of using AI on an essay and received a zero for the assignment, with little to no communication or resolution from her professor'; 'her professor waived the penalty and gave her a 50'","relation":"supports","source_id":"s1"}],"assertion":"A senior sociology major was accused of using AI on an essay and received a zero with little to no communication from the professor; after the student emailed to say no AI was used, the professor waived the penalty and gave a 50.","causal_attribution":"The newspaper's account, resting on the student's interview. The professor's account is not given."},{"id":"c4","status":"reported","evidence":[{"locator":"'explains her frustration with receiving a bad grade due to a false AI detection'; 'I ended up getting a horrible grade on something that I'","relation":"supports","source_id":"s1"}],"assertion":"The newspaper describes the second student's grade as due to a false AI detection; the student says they got a horrible grade for something they did not do. The tool is not named.","causal_attribution":"The newspaper's characterisation and the student's statement. Whether a detector was used in this case and which one is not stated."}],"effects":[{"label":"zero grade on a paper after the professor flagged it for AI use after applying Turnitin; later improved (student account as reported)","claim_id":"c1","direction":"negative"},{"label":"zero grade on an essay after an accusation of AI use the student denies; later changed to 50 (student account as reported)","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://www.upressonline.com/2026/09/flawed-ai-detection-is-breaking-trust-within-particular-fau-classrooms/","kind":"news_report","access":"read","language":"en","translation_note":"Read in English in full. Student newspaper report based on interviews with the two students and two faculty members.","independence_group":"fau-university-press"}],"version":1,"ai_roles":["institutional_use"],"contexts":["education"],"unknowns":["When each assignment was submitted: the article says 'last year' for the first student, which may mean calendar 2025 or the previous academic year, and gives no date for the second.","Which detection tool, if any, was used in the second student's case.","What the Turnitin report showed and what the professors say happened.","The first student's final grade."],"geography":{"basis":"The accounts concern coursework at Florida Atlantic University, whose Boca Raton campus the article pictures; the university is in Florida, United States. The students' countries of residence are not stated.","court_countries":[],"event_countries":["US"],"affected_person_countries":[]},"publication":{"basis":"Published as two concrete, individually described accounts of students given zero grades after AI-detection flags, reported by their university's student newspaper and attributed to the students. The accounts are uncorroborated, and the students are not named in this record.","reviewed_on":"2026-10-05"},"ai_involvement":{"basis":"The student newspaper reports that the first student's professor flagged the paper for AI use after applying it to Turnitin, and describes the second student's grade as due to a false AI detection without naming the tool. The relation recorded is the detector's reported claim about the authorship of each student's work. No detector report was published.","status":"reported"},"person_relations":["made_claim_about"]},"name":"Two Florida Atlantic University students told the student newspaper they received zero grades after their work was flagged as AI-written, one after a professor applied Turnitin; both grades were raised after the students emailed their professors","summary":"The University Press, Florida Atlantic University's student newspaper, reported on 29 September 2026 the accounts of two students who say they were penalised over AI-detection flags. A computer science sophomore submitted a paper 'last year' and received a zero after the professor flagged it for AI use after applying it to Turnitin; after the student emailed the professor, the grade was improved. The student says that when they ran the paper through a detector, it said the writing was overly human-sounding. A senior sociology major was accused of using AI on an essay and received a zero with little communication from the professor; after the student emailed to say no AI was used, the professor waived the penalty and gave a 50. The newspaper describes the second student's grade as due to a false AI detection and does not name the tool in that case. No professor's or university account of either case is reported.","incidentKind":"bounded_series","incidentDatePrecision":"unknown","exposurePattern":"unknown","reportedDate":"2026-09-29","aiSystem":"Turnitin's AI-writing detection, which the student newspaper says the first student's professor applied to the paper; the tool behind the second student's accusation is not named, and the newspaper describes it as 'a false AI detection'","aiProduct":"Turnitin AI-text detector (reported)","aiCompany":"Turnitin","severity":"low","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["educational_harm"],"harmOutcomeSummary":"Two students say they received zero grades after their work was flagged as AI-written, in one case after the professor applied Turnitin. Both say the grades were raised after they emailed their professors, the second only to 50 (students' accounts as reported by the student newspaper).","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":2,"affectedCountStatus":"exact","affectedCountEvidence":"Two students whose own accounts the article reports, each given a zero after an AI flag. They did not use the detector, so they are counted among people harmed through institutional use. The article's arithmetic about how many papers could be flagged is a projection and is not counted.","victimAgeRange":"adult","jurisdiction":"US-FL","platformType":"other","outcomeStatus":"resolved","primarySourceUrl":"https://www.upressonline.com/2026/09/flawed-ai-detection-is-breaking-trust-within-particular-fau-classrooms/","primarySourceLabel":"University Press (Florida Atlantic University), 29 September 2026: \"Flawed AI detection is breaking trust within particular FAU classrooms\"","firstPublishedAt":"2026-10-05T03:19:48.28574+00:00","updatedAt":"2026-10-05T03:19:48.28574+00:00","scopeVersion":"facts-v3","tags":["made-claim-about","ai-text-detector","turnitin","academic-integrity","education","false-positive-alleged","student-newspaper","florida"]}]}