{"id":230954,"date":"2026-02-10T01:08:36","date_gmt":"2026-02-10T07:08:36","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/02\/can-medical-ai-lie-large-study-maps-how-llms-handle-health-misinformation"},"modified":"2026-02-10T01:08:36","modified_gmt":"2026-02-10T07:08:36","slug":"can-medical-ai-lie-large-study-maps-how-llms-handle-health-misinformation","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/02\/can-medical-ai-lie-large-study-maps-how-llms-handle-health-misinformation","title":{"rendered":"Can medical AI lie? Large study maps how LLMs handle health misinformation"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/can-medical-ai-lie-large-study-maps-how-llms-handle-health-misinformation2.jpg\"><\/a><\/p>\n<p>Medical artificial intelligence (AI) is often described as a way to make patient care safer by helping clinicians manage information. A new study by the Icahn School of Medicine at Mount Sinai and collaborators confronts a critical vulnerability: when a medical lie enters the system, can AI pass it on as if it were true?<\/p>\n<p>Analyzing more than a million prompts across nine leading language models, the researchers found that these systems can repeat false medical claims when they appear in realistic hospital notes or social-media health discussions.<\/p>\n<p>The findings, published in <i>The Lancet Digital Health<\/i>, suggest that current safeguards do not reliably distinguish fact from fabrication once a claim is wrapped in familiar clinical or social-media language. The paper is titled \u201cMapping LLM Susceptibility to Medical Misinformation Across Clinical Notes and Social Media.\u201d<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Medical artificial intelligence (AI) is often described as a way to make patient care safer by helping clinicians manage information. A new study by the Icahn School of Medicine at Mount Sinai and collaborators confronts a critical vulnerability: when a medical lie enters the system, can AI pass it on as if it were true? [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[11,1495,6],"tags":[],"class_list":["post-230954","post","type-post","status-publish","format-standard","hentry","category-biotech-medical","category-health","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/230954","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/662"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=230954"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/230954\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=230954"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=230954"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=230954"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}