{"id":3943,"date":"2026-07-05T13:36:04","date_gmt":"2026-07-05T13:36:04","guid":{"rendered":"https:\/\/linguistics.imagodeus.com\/?p=3943"},"modified":"2026-07-05T13:36:05","modified_gmt":"2026-07-05T13:36:05","slug":"fast-information-and-slow-evidence-in-the-large-language-models-era","status":"publish","type":"post","link":"https:\/\/linguistics.imagodeus.com\/?p=3943","title":{"rendered":"Fast information and slow evidence in the large language models era"},"content":{"rendered":"<div class=\"vlp-link-container vlp-layout-lnk-sptlght block-editor-block-list__block wp-block wp-block-visual-link-preview-link\"><a href=\"https:\/\/www.nature.com\/articles\/s41746-026-02909-7\" class=\"vlp-link\" title=\"Fast information and slow evidence in the large language models era - npj Digital Medicine\" rel=\"nofollow\" target=\"_blank\"><\/a><div class=\"vlp-layout-zone-side\"><div class=\"vlp-block-3 vlp-link-image\"><\/div><\/div><div class=\"vlp-layout-zone-main\"><div class=\"vlp-block-0 vlp-link-url\">www.nature.com<\/div><div class=\"vlp-block-1 vlp-link-title\">Fast information and slow evidence in the large language models era &#8211; npj Digital Medicine<\/div><div class=\"vlp-block-2 vlp-link-summary\">LLMs accelerate medical information work, but speed of synthesis does not justify reliance. As T.S. Eliot asked, \u201cWhere is the knowledge we have lost in information?\u201d Using a data-information-evidence-practice hierarchy, LLM outputs enter clinical setting as information and become evidence only through appraisal, validation, and contextual judgement. We highlight how LLMs can support evidence infrastructures, clarify evidence boundaries, and reshape clinical expertise to strengthen rather than replace evidence-based medicine.<\/div><\/div><\/div>","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[20],"class_list":["post-3943","post","type-post","status-publish","format-standard","hentry","category-ciber","tag-english"],"_links":{"self":[{"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/posts\/3943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=3943"}],"version-history":[{"count":1,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/posts\/3943\/revisions"}],"predecessor-version":[{"id":3944,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=\/wp\/v2\/posts\/3943\/revisions\/3944"}],"wp:attachment":[{"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=3943"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=3943"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/linguistics.imagodeus.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=3943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}