[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-the-ai-hallucination-epidemic-how-fabricated-facts-are-overburdening-libraries-and-eroding-trust-in-knowledge":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":93,"popular_news":151,"categories":215},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":46,"links":81,"view_type":84,"video_url":85,"views":86,"likes":87,"lang":88,"comments_count":87,"category":89},"The AI Hallucination Epidemic: How Fabricated Facts Are Overburdening Libraries and Eroding Trust in Knowledge","In an era where artificial intelligence promises to democratize information, a troubling trend is emerging: a growing number of people are placing blind faith in AI outputs, believing these tools can conduct flawless research in mere minutes.","Librarians, once guardians of verified knowledge, now find themselves on the front lines of debunking AI-generated fantasies, leading to increased workloads and frustration.","This misplaced trust is spilling over into real-world institutions, particularly libraries, where bewildered patrons demand access to books, articles, and journals that simply do not exist.","\u003Cp>In an era where artificial intelligence promises to democratize information, a troubling trend is emerging: a growing number of people are placing blind faith in AI outputs, believing these tools can conduct flawless research in mere minutes.\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2026-02-08T180935.329.jpg\" width=\"300\" />\u003Ca href=\"https://gizmodo.com/librarians-arent-hiding-secret-books-from-you-that-only-ai-knows-about-2000698176\">This misplaced trust is spilling over into real-world institutions\u003C/a>, particularly libraries, where bewildered patrons demand access to books, articles, and journals that simply do not exist.\u003C/p>\n\n\u003Cp>Librarians, once guardians of verified knowledge, \u003Ca href=\"https://www.scientificamerican.com/article/ai-slop-is-spurring-record-requests-for-imaginary-journals\">now find themselves on the front lines of debunking AI-generated fantasies, leading to increased workloads and frustration.\u003C/a>\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Mechanics of AI Deception\u003C/strong>\u003C/h4>\n\n\u003Cp>Large language models (LLMs) like ChatGPT, Grok, and Gemini excel at mimicking academic prose. They generate convincing titles, abstracts, citations, and even bibliographies that appear scholarly at first glance. However, these systems operate on probabilistic patterns from vast training data, not on factual recall or understanding. When gaps in knowledge arise, they "\u003Ca href=\"https://library.potsdam.edu/AI_Ethics/Hallucinations\">hallucinate\u003C/a>"—fabricating details that sound plausible but are entirely invented.\u003C/p>\n\n\u003Cp>For the layperson, these hallucinations are indistinguishable from reality. A user might query an AI for historical metaphors and receive a reference to a "totally plausible old French metaphor book" that never existed. More alarmingly, AI has conjured up entire journals, such as the \u003Cstrong>Journal of International Relief\u003C/strong> or the \u003Cstrong>International Humanitarian Digital Repository\u003C/strong>, complete with issue numbers and publication dates. This imitation game fools not just casual users but also those who should know better, amplifying the problem as these fabrications spread online.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>The Toll on Libraries: A Surge in Phantom Requests\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2026-02-08T180534.033.jpg\" width=\"300\" />The fallout is most acute in libraries and archives, where the volume of inquiries for non-existent materials has skyrocketed. According to reports from the Library of Virginia, approximately 15% of emailed reference questions now stem from AI-generated content, often featuring hallucinated citations for books, articles, or primary sources.\u003C/p>\n\n\u003Cp>Librarians like Sarah Falls, chief of researcher engagement at the Library of Virginia, describe the challenge of proving a negative: "It is much harder to prove that a unique record doesn’t exist."\u003C/p>\n\n\u003Cp>Each such request demands meticulous searches through catalogs, databases, and interlibrary loans—only to conclude that the item is a figment of an algorithm's imagination. The International Committee of the Red Cross (ICRC) has issued warnings about this, noting that incomplete citations or AI hallucinations explain many unfound references, not institutional withholding.\u003C/p>\n\n\u003Cp>Yet, some users persist in their skepticism, accusing librarians of concealing "secret funds" or restricting access to elite knowledge. This paranoia erodes the foundational trust in libraries as neutral stewards of information.\u003C/p>\n\n\u003Cp>The scale is staggering. High-profile examples include a Chicago Sun-Times summer reading list where 10 out of 15 recommended books were AI inventions, and Robert F. Kennedy Jr.'s health policy report citing at least seven fake studies.\u003C/p>\n\n\u003Cp>Even academic papers have fallen prey, with over 400 studies referencing a nonexistent 2010 article on scientific writing. These incidents highlight how AI slop—low-quality, fabricated content—is infiltrating everyday research and overwhelming human verificators.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Broader Implications: A Disconnect Between Text and Truth\u003C/strong>\u003C/h4>\n\n\u003Cp>This phenomenon reveals a deeper societal rift: the decoupling of text production from knowledge creation. \u003Ca href=\"https://misinforeview.hks.harvard.edu/article/new-sources-of-inaccuracy-a-conceptual-framework-for-studying-ai-hallucinations\">AI has drastically reduced the cost of generating coherent, authoritative-sounding statements, but verifying them still requires human effort, expertise, and infrastructure\u003C/a>. When the flood of plausible falsehoods outpaces verification capacity, systems break down. Librarians, whose work hinges on verifiability, reproducibility, and cataloging real artifacts,\u003Ca href=\"https://apcz.umk.pl/FT/article/view/60574\"> are particularly aggrieved as AI bypasses these safeguards entirely.\u003C/a>\u003C/p>\n\n\u003Cp>In academia and research, hallucinations undermine integrity. They lead to citing phantom papers, propagating errors, and wasting hours on debunking—up to \u003Ca href=\"https://www.inra.ai/blog/ai-hallucinations\">2-5 hours\u003C/a> per literature review in some cases. \u003Ca href=\"https://guides.ou.edu/libai/inaccuracies-hallucinations\">Universities are responding with guides on AI inaccuracies\u003C/a>, emphasizing the need for fact-checking and human oversight. Yet, the illusion of knowledge persists, \u003Ca href=\"https://research.reading.ac.uk/digitalhumanities/the-illusion-of-knowledge-interpreting-generative-ai-hallucinations-in-the-study-of-humanities-and-the-black-box-of-llms\">with AI's confident tone lulling users into acceptance\u003C/a>.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Even Professionals Aren't Immune\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"447\" src=\"https://quasa.io/storage/photos/00/image - 2026-02-08T180532.779.jpg\" width=\"300\" />The issue extends beyond naive users to seasoned professionals. In healthcare, LLMs have fallen for fake clinical details 50–82% of the time, even with optimized prompts. Business intelligence analysts report AI hype outpacing practical utility, with tools generating unreliable charts and conclusions. \u003Ca href=\"https://misinforeview.hks.harvard.edu/article/new-sources-of-inaccuracy-a-conceptual-framework-for-studying-ai-hallucinations\">Lawyers have submitted court filings riddled with hallucinated citations, leading to sanctions\u003C/a>.\u003C/p>\n\n\u003Cp>Consulting firms like Deloitte and PwC acknowledge struggles with data quality and hallucinations in generative AI deployments. In applied behavior analysis, AI has been observed hallucinating events in client notes, risking biases and errors.\u003C/p>\n\n\u003Cp>Politicians and enterprises are similarly ensnared. Air Canada's chatbot misled a customer on policies, resulting in a lawsuit, while media outlets have published AI-generated articles with historical inaccuracies. These cases underscore a fundamental misunderstanding: equating AI's text generation with genuine cognition or research.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/youtube-the-undisputed-streaming-leader-with-over-60-billion-in-2025-revenue\">YouTube: The Undisputed Streaming Leader with Over $60 Billion in 2025 Revenue\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/a-stark-lesson-in-leveraged-etfs-how-mst3-3x-microstrategy-went-from-1300-to-99-in-months\">A Stark Lesson in Leveraged ETFs: How MST3 (3x MicroStrategy) Went from +1300% to -99% in Months\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/chaos-in-china-s-bubble-tea-shops-alibaba-s-qwen-ai-giveaway-sparks-massive-queues-and-tops-app-store-charts\">Chaos in China's Bubble Tea Shops: Alibaba's Qwen AI Giveaway Sparks Massive Queues and Tops App Store Charts\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/how-to-embrace-calculated-risks-in-business-and-entrepreneurship-strategic-risk-taking\">How to Embrace Calculated Risks in Business and Entrepreneurship – Strategic Risk-Taking\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Toward a Solution: Reclaiming Verification\u003C/strong>\u003C/h4>\n\n\u003Cp>To mitigate this crisis, education is key. Institutions must promote AI literacy, teaching users to cross-verify outputs with reliable sources like library catalogs or PubMed. Developers should prioritize reducing hallucinations through better training data and safeguards, t\u003Ca href=\"https://pmc.ncbi.nlm.nih.gov/articles/PMC10726751\">hough complete elimination remains elusive\u003C/a>. Librarians, meanwhile, are adapting by limiting time on unverifiable queries and advocating for transparency in AI use.\u003C/p>\n\n\u003Cp>Ultimately, this epidemic serves as a reminder that knowledge isn't conjured from algorithms — it's built through rigorous, human-driven processes. As AI evolves, society must bridge the gap between convenience and truth, lest we drown in a sea of digital delusions.\u003C/p>","the-ai-hallucination-epidemic-how-fabricated-facts-are-overburdening-libraries-and-eroding-trust-in-knowledge","2026-02-08T17:11:04.000000Z","2026-02-21T09:59:00.000000Z","21.02.2026",{"image":82,"thumb":83},"https://quasa.io/storage/images/news/edaSmBnmHcVvvyT8BkZxfU2Ru0QBdXIni3owkMJC.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/edaSmBnmHcVvvyT8BkZxfU2Ru0QBdXIni3owkMJC.jpg","small",null,760,0,"en",{"id":46,"title":47,"slug":48,"meta_title":47,"meta_description":90,"meta_keywords":90,"deleted_at":85,"created_at":91,"updated_at":92,"lang":88},"Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2024-09-23T12:49:38.000000Z",[94,107,118,129,140],{"title":95,"description":96,"slug":97,"created_at":98,"publish_at":98,"formatted_created_at":99,"category":100,"links":101,"view_type":104,"video_url":85,"views":105,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Jaxx Liberty for Cross-Device Crypto Management","A practical article about Jaxx Liberty as a cross-platform blockchain wallet with portfolio tools, exchange access, and block explorer features for daily crypto management.","jaxx-liberty-for-cross-device-crypto-management","2026-04-08T12:21:43.000000Z","08.04.2026",{"title":35,"slug":36},{"image":102,"thumb":103},"https://quasa.io/storage/images/news/2BoYmDUS7F9wHE0dwpD2KUpX702LkL1Spp2KC5Vm.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/2BoYmDUS7F9wHE0dwpD2KUpX702LkL1Spp2KC5Vm.jpg","large",25,false,{"title":108,"description":109,"slug":110,"created_at":111,"publish_at":112,"formatted_created_at":99,"category":113,"links":114,"view_type":84,"video_url":85,"views":117,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Nvidia CEO Jensen Huang Proposes Paying Engineers with AI Tokens","Nvidia CEO Jensen Huang has put forward a radical new idea for compensating tech talent: paying engineers part of their salary in AI tokens.","nvidia-ceo-jensen-huang-proposes-paying-engineers-with-ai-tokens","2026-03-25T19:56:16.000000Z","2026-04-08T11:48:00.000000Z",{"title":19,"slug":20},{"image":115,"thumb":116},"https://quasa.io/storage/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/KL5Yqt5ZzW3R4cu7XmE15grrRHdKZ1WBoKbC6Zu3.jpg",58,{"title":119,"description":120,"slug":121,"created_at":122,"publish_at":123,"formatted_created_at":99,"category":124,"links":125,"view_type":84,"video_url":85,"views":128,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"The AI Scientist Hits Nature: Scaling Scientific Discovery Like Code","The dream of a fully autonomous laboratory has moved from the realm of \"experimental demo\" to a validated scientific reality. The AI Scientist, a pioneering system designed to automate the entire lifecycle of research, has officially been published in Nature.","the-ai-scientist-hits-nature-scaling-scientific-discovery-like-code","2026-03-25T19:23:02.000000Z","2026-04-08T09:15:00.000000Z",{"title":47,"slug":48},{"image":126,"thumb":127},"https://quasa.io/storage/images/news/QZJ74ZuxTmCA52qWq4HZkP2WikrOYpg6WBusDdyn.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/QZJ74ZuxTmCA52qWq4HZkP2WikrOYpg6WBusDdyn.jpg",167,{"title":130,"description":131,"slug":132,"created_at":133,"publish_at":134,"formatted_created_at":99,"category":135,"links":136,"view_type":84,"video_url":85,"views":139,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Nostalgia Is Still King: Retro Video Rental Store Simulator Is a Massive Hit on Steam","In the age of instant streaming, it turns out a surprising number of people — including many who were born after Blockbuster went bankrupt — are craving the simple joy of renting physical movies.","nostalgia-is-still-king-retro-video-rental-store-simulator-is-a-massive-hit-on-steam","2026-03-25T18:41:36.000000Z","2026-04-08T06:35:00.000000Z",{"title":43,"slug":44},{"image":137,"thumb":138},"https://quasa.io/storage/images/news/VvOooYMc2244q5hTV6Or5OMgr8schTPlzU8b4HXY.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/VvOooYMc2244q5hTV6Or5OMgr8schTPlzU8b4HXY.jpg",252,{"title":141,"description":142,"slug":143,"created_at":144,"publish_at":145,"formatted_created_at":99,"category":146,"links":147,"view_type":84,"video_url":85,"views":150,"likes":87,"lang":88,"comments_count":87,"is_pinned":106},"Hollywood Is Shrinking — And the Real Villain Isn’t Strikes or Wildfires, It’s the Government","American film and television production is in serious decline, and last week a surprisingly candid hearing in Burbank made one thing crystal clear: the biggest problem isn’t greedy studios, lazy writers, or California wildfires.","hollywood-is-shrinking-and-the-real-villain-isn-t-strikes-or-wildfires-it-s-the-government","2026-03-25T18:29:29.000000Z","2026-04-08T03:21:00.000000Z",{"title":65,"slug":66},{"image":148,"thumb":149},"https://quasa.io/storage/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/RZriu0EWvrhbleBD7g7RJnhk1QyPm4DDZeesC0bC.jpg",372,[152,165,178,190,203],{"title":153,"description":154,"slug":155,"created_at":156,"publish_at":157,"formatted_created_at":158,"category":159,"links":160,"view_type":84,"video_url":85,"views":163,"likes":164,"lang":88,"comments_count":87,"is_pinned":106},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":161,"thumb":162},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",67162,2,{"title":166,"description":167,"slug":168,"created_at":169,"publish_at":170,"formatted_created_at":171,"category":172,"links":173,"view_type":104,"video_url":85,"views":176,"likes":177,"lang":88,"comments_count":87,"is_pinned":106},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":174,"thumb":175},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg",66415,4,{"title":179,"description":180,"slug":181,"created_at":182,"publish_at":183,"formatted_created_at":184,"category":185,"links":186,"view_type":84,"video_url":85,"views":189,"likes":177,"lang":88,"comments_count":87,"is_pinned":106},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":187,"thumb":188},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",64952,{"title":191,"description":192,"slug":193,"created_at":194,"publish_at":195,"formatted_created_at":196,"category":197,"links":198,"view_type":84,"video_url":85,"views":201,"likes":164,"lang":88,"comments_count":202,"is_pinned":106},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":199,"thumb":200},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",39519,1,{"title":204,"description":205,"slug":206,"created_at":207,"publish_at":208,"formatted_created_at":209,"category":210,"links":211,"view_type":104,"video_url":85,"views":214,"likes":164,"lang":88,"comments_count":87,"is_pinned":106},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":212,"thumb":213},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",39014,[216,217,218,219,220,221,222,223,224,225,226,227,228],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]