{"id":687,"date":"2023-07-06T09:58:19","date_gmt":"2023-07-06T08:58:19","guid":{"rendered":"http:\/\/ncra.ucd.ie\/?p=687"},"modified":"2023-07-12T10:04:00","modified_gmt":"2023-07-12T09:04:00","slug":"what-are-the-limitations-of-large-language-models","status":"publish","type":"post","link":"http:\/\/ncra.ucd.ie\/index.php\/2023\/07\/06\/what-are-the-limitations-of-large-language-models\/","title":{"rendered":"What are the Limitations of Large Language Models?"},"content":{"rendered":"<div class=\"wp-block-image\">\n<figure class=\"alignleft size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-1024x833.png\" alt=\"\" class=\"wp-image-688\" width=\"302\" height=\"246\" srcset=\"http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-1024x833.png 1024w, http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-300x244.png 300w, http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-768x625.png 768w, http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-1536x1249.png 1536w, http:\/\/ncra.ucd.ie\/wp-content\/uploads\/2023\/07\/LLM_limitations_fig_v2-2048x1666.png 2048w\" sizes=\"auto, (max-width: 302px) 100vw, 302px\" \/><\/figure><\/div>\n\n\n<p>Following a recent <a href=\"http:\/\/ncra.ucd.ie\/index.php\/2023\/06\/06\/podcast-on-ai-hype-vs-reality\/\" data-type=\"post\" data-id=\"683\">podcast interview<\/a> and conversations with colleagues outside of the field of Artificial Intelligence, Michael and Mark decided to collate a list of limitations of large language model technology, which some might find useful. These are captured in their new article <a href=\"https:\/\/doi.org\/10.48550\/arXiv.2307.04821\">Amplifying Limitations, Harms and Risks of Large Language Models<\/a> published on arXiv<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Following a recent podcast interview and conversations with colleagues outside of the field of Artificial Intelligence, Michael and Mark decided to collate a list of limitations of large language model technology, which some might find useful. These are captured in their new article Amplifying Limitations, Harms and Risks of Large Language Models published on arXiv<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-687","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/687","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/comments?post=687"}],"version-history":[{"count":4,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/687\/revisions"}],"predecessor-version":[{"id":692,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/posts\/687\/revisions\/692"}],"wp:attachment":[{"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/media?parent=687"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/categories?post=687"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/ncra.ucd.ie\/index.php\/wp-json\/wp\/v2\/tags?post=687"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}