{"id":198328,"date":"2024-10-26T02:22:37","date_gmt":"2024-10-26T07:22:37","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2024\/10\/theres-a-humongous-problem-with-ai-models-they-need-to-be-entirely-rebuilt-every-time-theyre-updated"},"modified":"2024-10-26T02:22:37","modified_gmt":"2024-10-26T07:22:37","slug":"theres-a-humongous-problem-with-ai-models-they-need-to-be-entirely-rebuilt-every-time-theyre-updated","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2024\/10\/theres-a-humongous-problem-with-ai-models-they-need-to-be-entirely-rebuilt-every-time-theyre-updated","title":{"rendered":"There\u2019s a Humongous Problem With AI Models: They Need to Be Entirely Rebuilt Every Time They\u2019re Updated"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/theres-a-humongous-problem-with-ai-models-they-need-to-be-entirely-rebuilt-every-time-theyre-updated2.jpg\"><\/a><\/p>\n<p>Each retraining may cost millions of dollars in computation.<\/p>\n<hr>\n<p>New research shows that AI models need to be completely retrained to learn new concepts \u2014 which is an expensive problem for AI companies.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Each retraining may cost millions of dollars in computation. New research shows that AI models need to be completely retrained to learn new concepts \u2014 which is an expensive problem for AI companies.<\/p>\n","protected":false},"author":705,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6],"tags":[],"class_list":["post-198328","post","type-post","status-publish","format-standard","hentry","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198328","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\/705"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=198328"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/198328\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=198328"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=198328"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=198328"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}