{"meta":{"exportedAt":"2026-09-30T07:56:44.123Z","formatVersion":2,"selection":{"q":"bengaluru","system":"","harm":"","context":"","country":"","role":"","relation":"contextual","evidence":"","year":"2026","response":"","severity":"","verification":"","view":"incidents","sort":"added"},"totalIncidents":1,"coverage":{"cases":1,"countries":1,"languages":1,"unknownLocation":0,"locationPending":0,"unknownLanguage":0,"unknownDate":0,"lawsuits":0,"regulatory":0,"minors":0,"coreRelations":0,"contextualRelations":1,"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-bengaluru-based-employer-reports-firing-cook-after-home-ai-kitchen-monitor-flagged-fruit-taken","caseFacts":{"claims":[{"id":"c1","status":"reported","evidence":[{"locator":"it monitors the kitchen when she's cooking and pings me the moment she takes anything. sends me weekly report.","relation":"supports","source_id":"s1"},{"locator":"fn, using claude haiku 4.5 as the vision model.","relation":"supports","source_id":"s1"},{"locator":"btw i run face detection locally and blur it before hitting llm","relation":"supports","source_id":"s1"},{"locator":"9:53 AM · Mar 1, 2026","relation":"context","source_id":"s1"},{"locator":"the blurred video is fed into a vision AI model (currently Claude Haiku 4.5","relation":"context","source_id":"s2"},{"locator":"a surveillance camera placed on top of a cupboard.","relation":"supports","source_id":"s2"}],"assertion":"In an X post dated 1 March 2026 the employer said he had deployed an \"AI roommate\" in his kitchen: a camera feeding an AI vision model (Claude Haiku 4.5 according to the post, with faces detected and blurred locally first) that monitors the kitchen while the cook works, alerts him when she takes anything and sends weekly reports.","causal_attribution":"The employer describes his own system. No independent source inspected the setup and the post carries no video of the alleged taking."},{"id":"c2","status":"reported","evidence":[{"locator":"3 apples gone, banana from Tuesday missing, caught her eating your blueberries on Thursday — 6-7 of them, standing at the fridge","relation":"supports","source_id":"s2"},{"locator":"A screenshot of his exchange with the AI chatbot shows that it not only kept track of the fruits she took for herself but also how often she washed her hands before cooking, how thoroughly she cleaned the kitchen, and how long she took to cook.","relation":"supports","source_id":"s2"},{"locator":"It tracked how frequently she washed her hands before preparing meals, assessed how thoroughly she cleaned surfaces, and recorded the duration of her cooking sessions.","relation":"context","source_id":"s3"}],"assertion":"Screenshots of the bot's chat quoted by Hindustan Times show it reporting a weekly tally of apples and a banana as gone, the cook eating blueberries at the fridge, and observations on hand-washing and cleaning.","causal_attribution":"The screenshots are the employer's. Whether the bot's log was accurate (for example whether the fruit was taken without permission) is not independently verified."},{"id":"c3","status":"reported","evidence":[{"locator":"and it caught her red handed","relation":"supports","source_id":"s1"},{"locator":"I caught her twice this week. just fired her","relation":"supports","source_id":"s1"},{"locator":"“I caught her twice this week. Just fired her,” he said","relation":"supports","source_id":"s4"},{"locator":"stated that he dismissed the cook after reviewing the footage gathered by the system","relation":"supports","source_id":"s3"},{"locator":"the Bengaluru techie said he had fired his cook for stealing.","relation":"supports","source_id":"s2"}],"assertion":"The employer said the system caught the cook red handed taking fruit, that he caught her twice that week, and that he had just fired her.","causal_attribution":"The employer attributes the dismissal to what the monitor logged. The dismissal is reported only on the employer's own account and the cook's account is not reported."},{"id":"c4","status":"reported","evidence":[{"locator":"“I confronted her twice before setting this up. After two weeks, she was back to the same thing. I’m okay with her taking food with my permission, but stealing is a no.”","relation":"supports","source_id":"s4"},{"locator":"“I put this up a couple of weeks ago.","relation":"context","source_id":"s4"}],"assertion":"In replies the employer said he had confronted the cook twice before setting up the system and would accept her taking food with his permission.","causal_attribution":"The employer's own explanation of his decision, quoted by India Today."}],"effects":[{"label":"Domestic cook dismissed by the employer after the home AI kitchen monitor's alerts, on the employer's own account","claim_id":"c3","direction":"negative"}],"sources":[{"id":"s1","url":"https://x.com/the2ndfloorguy/status/2028045991832690828","kind":"first_person_account","access":"read","language":"en","translation_note":"","independence_group":"employer-x-post-2026-03-01"},{"id":"s2","url":"https://www.hindustantimes.com/trending/bengaluru-techie-uses-ai-to-monitor-cook-fires-her-for-stealing-fruit-caught-her-red-handed-101772419493861.html","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"employer-x-post-2026-03-01"},{"id":"s3","url":"https://economictimes.indiatimes.com/magazines/panache/bengaluru-techie-fires-his-cook-after-his-ai-roommate-caught-her-stealing-fruits-from-fridge-netizens-react-its-not-the-brag-/articleshow/128958235.cms","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"employer-x-post-2026-03-01"},{"id":"s4","url":"https://www.indiatoday.in/trending-news/story/bengaluru-techie-pankaj-ai-roommate-helps-him-catch-cook-stealing-fruits-red-handed-2876429-2026-03-02","kind":"news_report","access":"read","language":"en","translation_note":"","independence_group":"employer-x-post-2026-03-01"}],"version":1,"ai_roles":["others_use"],"contexts":["work","privacy"],"unknowns":["The cook's account, and whether she disputes the alleged taking, is not reported by any inspected source.","Whether the cook knew of or agreed to the camera is not stated. The employer's replies imply she could see it and initially behaved carefully, which is unverified.","The exact day of the dismissal is not stated. The employer posted on 1 March 2026 that he had just fired her.","Whether the bot's log was accurate, or whether the fruit was taken without permission, is unverified. The post carries no video of the alleged taking.","The cook's pay appears only in the bot's own weekly summary as shown in a screenshot and is not independently sourced, so it is not recorded as a fact.","The Financial Express article listed by AIAAIC returned HTTP 403 and no archive copy was found, so it was not read. Hindustan Times said it had asked the employer for comment and no response was inspected.","No source reports later developments (re-employment, a complaint by the cook, or a labour-authority response) after 3 March 2026."],"geography":{"basis":"Hindustan Times, Economic Times and India Today describe the employer as Bengaluru-based. The sources do not separately state where the kitchen is.","court_countries":[],"event_countries":["IN"],"affected_person_countries":["IN"]},"publication":{"basis":"The employer's X post (as displayed on the post page) and the Hindustan Times, Economic Times and India Today coverage were read. All four derive from the employer's post and screenshots and are one independence group. The dismissal and the bot's role are the employer's own account and stay at reported. The cook is not named and the employer is described by role only. The employer's handle and first name appear only inside source URLs (the X post and India Today).","reviewed_on":"2026-09-29"},"ai_involvement":{"basis":"The employer's post says an AI system built on Claude Haiku 4.5 as the vision model monitored his kitchen, flagged fruit taken and produced weekly reports, and that he fired the cook after it caught her. Hindustan Times quotes screenshots of the bot's output. According to the employer the dismissal followed the bot's alerts, and the decision was the employer's. No independent source verified the bot's logs or the alleged taking, and the employer's account is the only source for the dismissal.","status":"reported"},"person_relations":["made_claim_about"]},"name":"India: Bengaluru-based employer says he fired his cook after a home AI kitchen monitor flagged fruit taken","summary":"On 1 March 2026 a Bengaluru-based technology professional posted on X that he had deployed a home \"AI roommate\" (a kitchen camera with an AI vision model, which he said was Claude Haiku 4.5) that monitored his cook while she cooked, alerted him when she took anything and sent weekly reports. The post said the system \"caught her red handed\", that he \"caught her twice this week\" and that he had \"just fired\" her. Screenshots quoted by Hindustan Times show the bot listing apples and a banana as gone, reporting the cook eating blueberries, and giving hand-washing and cleaning observations. All coverage derives from the employer's post: the post carries no video, the cook's account is not reported and the alleged taking is unverified.","incidentDate":"2026-03-01","incidentKind":"bounded_series","incidentDatePrecision":"day","exposurePattern":"unknown","reportedDate":"2026-03-01","aiSystem":"Home kitchen monitoring bot ('AI roommate') built by the employer: kitchen camera, local face blurring and Claude Haiku 4.5 as the vision model (per the employer)","aiProduct":"AI roommate kitchen monitor (reported)","aiCompany":"Anthropic (model provider, per the employer). The employer built the system.","severity":"medium","verificationStatus":"unverified","harmCategories":[],"harmOutcomes":["professional_harm"],"harmOutcomeSummary":"The employer said in his own post that he fired the cook after the AI monitor flagged her taking fruit. The cook's account, the terms of the dismissal and any financial effect are not reported.","frameworkFacets":[],"causationStatus":"alleged","participantUsersAffectedMin":0,"otherPeopleHarmedMin":1,"affectedCountStatus":"exact","affectedCountEvidence":"The employer's post and the coverage refer to one cook who was dismissed and name no other affected person. The count rests on the employer's own account.","victimAgeRange":"unknown","platformType":"other","primarySourceUrl":"https://x.com/the2ndfloorguy/status/2028045991832690828","primarySourceLabel":"Employer's X post (1 Mar 2026)","firstPublishedAt":"2026-09-29T21:15:59.571694+00:00","updatedAt":"2026-09-30T01:17:26.637589+00:00","scopeVersion":"facts-v3","tags":["historical-2026"]}]}