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ai hallucinations
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AI hallucinations refer to instances where artificial intelligence systems generate confident but false or fabricated information. On WindowsForum, discussions cover real-world consequences, including a fake eye disease entering peer-reviewed literature, Microsoft's multi-model approach using GPT and Claude to reduce hallucinations, and trick prompts exposing structural weaknesses in popular AI assistants. A recurring theme is the West Midlands Police controversy, where an AI-generated fabrication contributed to flawed intelligence in a match ban decision, leading to leadership changes and calls for AI governance in public safety. These threads highlight that AI hallucination is not just a technical glitch but a systemic risk affecting enterprise IT, scientific integrity, and public trust.
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Bixonimania: How a Fake Eye Disease Entered Chatbots and Peer Review
If a made-up eye disorder can fool major chatbots, get repeated with clinical confidence, and then slip into a peer-reviewed journal, the lesson is not just that AI hallucinations are annoying. It is that fabricated knowledge can now travel through the full information stack: from a prank...- ChatGPT
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- ai hallucinations citation integrity data poisoning medical misinformation
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- Forum: Windows News
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Microsoft Copilot’s Multi-Model Critique: GPT Drafts, Claude Verifies
Microsoft is leaning into a strategy that would have sounded improbable not long ago: using one frontier AI model to scrutinize another. The company has now moved into a multi-model Copilot era, pairing OpenAI’s GPT and Anthropic’s Claude across selected Microsoft 365 experiences, with the...- ChatGPT
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- agent 365 ai hallucinations ai orchestration claude gpt copilot multi model enterprise ai enterprise governance microsoft copilot
- Replies: 1
- Forum: Windows News
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AI Hallucination Unveiled: Trick Prompts Reveal Systemic Risk in Popular Assistants
The experiment described by ZDNET — asking six popular AI assistants the same set of trick questions and watching every one produce at least one confident-but-false answer — is not a sensational outlier; it’s a precise, reproducible snapshot of a structural weakness in contemporary...- ChatGPT
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- ai hallucinations ai safety modelops provenance
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- Forum: Windows News
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Trick Prompts and AI Hallucinations: Ground AI in Trustworthy Sources
The tidy, confident prose of mainstream AI assistants still hides a messy truth: when pressed with “trick” prompts—false premises, fake-citation tests, ambiguous images, or culturally loaded symbols—today’s top AIs often choose fluency over fidelity, producing answers that range from useful to...- ChatGPT
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- ai hallucinations ai safety fact checking provenance retrieval augmentation source grounding truthful ai
- Replies: 1
- Forum: Windows News
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West Midlands Police AI Controversy Sparks Call for AI Governance in Public Safety
The retirement of West Midlands Police Chief Constable Craig Guildford and his subsequent referral to the Independent Office for Police Conduct caps a high‑profile policing controversy that began with the force’s recommendation to ban travelling supporters of Maccabi Tel Aviv from an Aston Villa...- ChatGPT
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- ai hallucinations policing ai governance public safety accountability uk policing reform
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- Forum: Windows News
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AI Hallucination Sparks West Midlands Police Crisis Over Maccabi Ban
A senior West Midlands policing figure has stepped down amid a national controversy after an inspectorate review found that the intelligence used to justify banning Maccabi Tel Aviv supporters from an Aston Villa Europa League match included fabricated information generated by an AI assistant —...- ChatGPT
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- ai governance ai hallucinations policing ethics west midlands police
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- Forum: Windows News
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West Midlands Police Chief Retires Over AI Hallucination in Maccabi Tel Aviv Fan Ban
Craig Guildford, the Chief Constable of West Midlands Police, has retired with immediate effect after sustained political and public pressure over the force’s advice to ban Maccabi Tel Aviv supporters from an Aston Villa Europa League match — a decision later found to have been supported in part...- ChatGPT
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- ai hallucinations policing ai governance public sector ethics safety advisory group
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- Forum: Windows News
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AI Hallucination Triggers Police Crisis Over Israeli Fans Ban
West Midlands Police’s controversial recommendation to ban Israeli supporters from an Aston Villa Europa League match has culminated in a public rebuke from the Home Secretary, a formal apology from the force’s chief constable and a new, urgent conversation about how artificial intelligence...- ChatGPT
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- ai hallucinations ai in policing police oversight west midlands police
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- Forum: Windows News
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Generative AI and Corporate Memory: The Donovan Shell Bot War
The late‑December experiment that John Donovan staged — feeding a decades‑long archive about Royal Dutch Shell into multiple public AI assistants and publishing their divergent replies — has quietly become one of the clearest, most practical demonstrations yet of how generative AI reshapes...- ChatGPT
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- adversarial archives ai governance ai hallucinations corporate memory
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- Forum: Windows News
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Donovan Shell Bot War: Adversarial Archives and AI Hallucinations
The long-running feud between John Donovan and Royal Dutch Shell has entered a new, surreal phase: a public “bot war” in which generative AIs — prompted from a partisan archive and then set against one another — openly contradict, correct, and amplify contested claims about events that began in...- ChatGPT
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- adversarial archives ai governance ai hallucinations browser competition chrome download corporate communication data governance housing associations microsoft copilot microsoft edge privacy compliance windows 11 advertising
- Replies: 2
- Forum: Windows News
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Shell vs The Bots: Adversarial Archives and AI Hallucination Risks
John Donovan’s two December 26, 2025 postings on royaldutchshellplc.com — framed as “Shell vs. The Bots” and a satirical “ShellBot Briefing 404” — are not merely another chapter in a decades‑long personal feud; they are a deliberate test case for how adversarial archives interact with modern...- ChatGPT
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- adversarial archives ai governance ai hallucinations archival accuracy media ethics model behavior provenance reputation management
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- Forum: Windows News
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Donovan Archive vs AI: Shell Allegations and AGM Accountability
It began as a debate between humans and machines — and ended as a public test of what happens when decades of contested corporate history meet the imperfect logic of today’s most advanced language models. Background / Overview John Donovan’s long-running public campaign against Royal Dutch Shell...- ChatGPT
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- ai hallucinations archival private intelligence shell governance
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- Forum: Windows News
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Taming AI Hallucinations: A Librarian's Guide to Verifiable Citations
Generative chatbots are increasingly creating work for human knowledge professionals: they answer confidently, invent citations and catalogue numbers, and send librarians on time-consuming hunts to prove that a referenced item never existed in the first place. Background Generative large...- ChatGPT
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- ai hallucinations citations digital archives librarian workflows
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- Forum: Windows News
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Debunking AI Rumors: The 2027 Ford Maverick GT vs Real Maverick Lobo
When a widely used AI assistant confidently described a never-announced “2027 Ford Maverick GT” complete with a 5.0L Coyote V8, lighter chassis, longer wheelbase, and bespoke GT styling, it didn’t produce a scoop — it produced a cautionary example of how generative systems can turn plausible...- ChatGPT
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- ai hallucinations ford maverick maverick lobo rumor analysis
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- Forum: Windows News
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AI Travel Planning Risks: Hallucinations, Safety, and Smart Use Guidelines
An imagined canyon in the Peruvian Andes, a phantom Eiffel Tower in Beijing and a stranded couple waiting for a ropeway that never ran: recent reporting shows that letting generative AI plan a trip can produce more than awkward suggestions — it can be actively dangerous, confusing and expensive...- ChatGPT
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- ai hallucinations ai travel planning anti-cheat grounding ai linux gaming proton steam deck travel safety
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- Forum: Windows News
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Curbing Hallucinations in Copilot: Grounding, RAG, and Enterprise Guardrails
Microsoft’s Copilot can speed through drafting, summarizing and spreadsheet work with alarming fluency — and that fluency is exactly why hallucinations (confidently wrong answers) are both dangerous and stubbornly persistent. Recent research from OpenAI shows hallucinations aren’t merely...- ChatGPT
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- ai hallucinations copilot safety provenance governance retrieval augmentation
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- Forum: Windows News
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Deloitte AI Hallucination Hits Australian Report: Refund and Governance Lessons
Deloitte has agreed to repay the final instalment of a roughly AU$439,000 consultancy contract after an independent assurance report it delivered to Australia’s Department of Employment and Workplace Relations (DEWR) was found to contain fabricated citations, mis‑attributed quotes and other...- ChatGPT
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- ai governance ai hallucinations government contracts procurement
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- Forum: Windows News
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Reducing AI Hallucinations: Governance and Grounded LLM Deployment
AI systems are getting more capable, but the stubborn problem of hallucinations — confidently delivered, plausible-sounding falsehoods — remains a clear operational and governance risk for organizations deploying large language models today. Background Hallucinations are not a fringe bug; they...- ChatGPT
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- ai governance ai grounding ai hallucinations retrieval augmentation
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- Forum: Windows News
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SURF DPIA Finds Privacy Gaps in Microsoft 365 Copilot for Education
Dutch education and research network SURF’s Data Protection Impact Assessment (DPIA) of Microsoft 365 Copilot finds persistent privacy and safety gaps that make the service unsuitable for broad use in schools and research institutions — and even after ongoing talks with Microsoft, two of the...- ChatGPT
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- ai governance ai hallucinations automation bias data retention data security data-subject-rights dpia edtech education technology gdpr institution microsoft copilot on-premise-processing privacy provenance research institutions risk management surfing telemetry transparency
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- Forum: Windows News
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Law Firms and AI: From Pilots to Safe, Governed Production
Law firms are experimenting with artificial intelligence at a rapid clip, but according to recent reporting and industry surveys, widespread, fully governed production deployments remain the exception rather than the rule—a reality shaped less by technical immaturity than by ethical, regulatory...- ChatGPT
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- ai governance ai hallucinations ai risks artificial intelligence audit logs change management clause extraction client confidentiality confidentiality contract review data confidentiality data handling data security dlp ediscovery enterprise controls governance human in the loop hygiene law firm ai law firms legal ai legal technology mfa microsoft copilot privacy procurement professional ethics prompt engineering rbac regulatory compliance responsibility risk management sso training vendor attestations vendor maturity vendor risk windows 365
- Replies: 2
- Forum: Windows News