[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"doc-detail-31569":3,"doc-seo-31569":27},{"code":4,"msg":5,"data":6},0,"success",{"doc_id":7,"user_id":8,"nickname":9,"user_avatar":10,"doc_module":4,"category_id":11,"category_name":12,"doc_title":13,"doc_description":14,"file_id":15,"file_url":16,"file_type":17,"file_size":18,"view_count":4,"is_deleted":4,"is_public":19,"is_downloadable":19,"audit_status":19,"page_count":20,"language":21,"language_code":22,"table_of_contents":23,"faqs":24,"seo_title":13,"seo_description":14,"update_tm":25,"read_time":26},31569,549758252649,"Ivy","https://ap-avatar.wpscdn.com/avatar/8000253669c5317157?_k=1778319167496531819",8,"Research & Report","AI Hallucinations: A Misnomer Worth Clarifying","Large language models increasingly power text generation, yet they are often criticized for “hallucination,” a term that may be applied in inconsistent or even inappropriate ways across domains. This study performs a systematic review of papers defining “AI hallucination” across fourteen databases. It compiles and analyzes the collected definitions, organizes them by application use cases, and extracts key points from each category. Findings reveal inconsistent usage and motivate alternative terminology and unified efforts to improve clarity across research and impact areas.","cbCaiudOjS3450ny","https://ap.wps.com/l/cbCaiudOjS3450ny","pdf",479216,1,33,"English","en","# Introduction\n## Early computer vision usage and evolving meaning\n## Lack of a universal definition\n## Medical concerns and stigma\n## Motivation and approach","[{\"question\":\"What problem does the paper identify regarding the term “AI hallucination”?\",\"answer\":\"The paper identifies that “AI hallucination” lacks a precise, universally accepted definition and is used inconsistently across different AI and medical discussions.\"},{\"question\":\"What method does the study use to analyze “AI hallucination”?\",\"answer\":\"It conducts a systematic review, collecting papers that define “AI hallucination” from fourteen databases.\"},{\"question\":\"Why does the paper argue the terminology may be inappropriate in medical contexts?\",\"answer\":\"It discusses concerns that the metaphor can be a misnomer because AI lacks sensory perceptions, and that it may be stigmatizing by linking AI errors to mental illness, especially schizophrenia.\"}]",1779742880,83,{"code":4,"msg":28,"data":29},"ok",{"site_id":30,"language":22,"slug":31,"title":13,"keywords":32,"description":14,"schema_data":33,"social_meta":84,"head_meta":86,"extra_data":88,"updated_unix":25},105,"ai-hallucinations-a-misnomer-worth-clarifying","",{"@graph":34,"@context":83},[35,52,66],{"@type":36,"itemListElement":37},"BreadcrumbList",[38,42,46,49],{"item":39,"name":40,"@type":41,"position":19},"https://docshare.wps.com","Home","ListItem",{"item":43,"name":44,"@type":41,"position":45},"https://docshare.wps.com/document/","Document",2,{"item":47,"name":12,"@type":41,"position":48},"https://docshare.wps.com/document/research-report/",3,{"item":50,"name":13,"@type":41,"position":51},"https://docshare.wps.com/document/ai-hallucinations-a-misnomer-worth-clarifying/31569/",4,{"url":50,"name":13,"@type":53,"author":54,"headline":13,"publisher":56,"fileFormat":59,"description":14,"dateModified":60,"datePublished":60,"encodingFormat":59,"isAccessibleForFree":61,"interactionStatistic":62},"DigitalDocument",{"name":9,"@type":55},"Person",{"url":39,"name":57,"@type":58},"DocShare","Organization","application/pdf","2026-05-25",true,{"@type":63,"interactionType":64,"userInteractionCount":4},"InteractionCounter",{"@type":65},"ViewAction",{"@type":67,"mainEntity":68},"FAQPage",[69,75,79],{"name":70,"@type":71,"acceptedAnswer":72},"What problem does the paper identify regarding the term “AI hallucination”?","Question",{"text":73,"@type":74},"The paper identifies that “AI hallucination” lacks a precise, universally accepted definition and is used inconsistently across different AI and medical discussions.","Answer",{"name":76,"@type":71,"acceptedAnswer":77},"What method does the study use to analyze “AI hallucination”?",{"text":78,"@type":74},"It conducts a systematic review, collecting papers that define “AI hallucination” from fourteen databases.",{"name":80,"@type":71,"acceptedAnswer":81},"Why does the paper argue the terminology may be inappropriate in medical contexts?",{"text":82,"@type":74},"It discusses concerns that the metaphor can be a misnomer because AI lacks sensory perceptions, and that it may be stigmatizing by linking AI errors to mental illness, especially schizophrenia.","https://schema.org",{"og:url":50,"og:type":85,"og:title":13,"og:site_name":57,"og:description":14},"article",{"robots":87,"canonical":50},"index,follow",{"doc_id":7,"site_id":30}]