{"id":166336,"date":"2023-06-24T16:23:13","date_gmt":"2023-06-24T21:23:13","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2023\/06\/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-generated-content"},"modified":"2023-06-24T16:23:13","modified_gmt":"2023-06-24T21:23:13","slug":"the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-generated-content","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2023\/06\/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-generated-content","title":{"rendered":"The AI feedback loop: Researchers warn of \u2018model collapse\u2019 as AI trains generated content"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/the-ai-feedback-loop-researchers-warn-of-model-collapse-as-ai-trains-generated-content2.jpg\"><\/a><\/p>\n<p><em>Join top executives in San Francisco on July 11\u201312, to hear how leaders are integrating and optimizing AI investments for success<\/em>. <em><a href=\"https:\/\/events.venturebeat.com\/transform-2023\/?utm_source=vb&utm_medium=Boiler&utm_content=landingpage&utm_campaign=T23_Boiler\">Learn More<\/a><\/em><\/p>\n<p>The age of <a href=\"https:\/\/venturebeat.com\/2022\/06\/17\/what-is-generative-artificial-intelligence-ai\/\">generative AI<\/a> is here: <a href=\"https:\/\/venturebeat.com\/ai\/chatgpt-launched-six-months-ago-its-impact-and-fallout-is-just-beginning-the-ai-beat\/\" target=\"_blank\" rel=\"noreferrer noopener\">only six months<\/a> after <a href=\"https:\/\/venturebeat.com\/ai\/openai-executive-twitter-account-hacked-to-promote-cryptocurrency-scam\/\" target=\"_blank\" rel=\"noreferrer noopener\">OpenAI<\/a>\u2019s ChatGPT burst onto the scene, as many as <a href=\"https:\/\/venturebeat.com\/ai\/mckinsey-says-about-half-of-its-employees-are-using-generative-ai\/\" target=\"_blank\" rel=\"noreferrer noopener\">half the employees of some leading global companies<\/a> are already using this type of technology in their workflows, and many other companies are <a href=\"https:\/\/venturebeat.com\/ai\/wordpress-launches-generative-ai-assistant-to-enhance-content-writing\/\" target=\"_blank\" rel=\"noreferrer noopener\">rushing to offer new products<\/a> with generative AI built in.<\/p>\n<p>But, as those following the burgeoning industry and its underlying research know, the data used to train the large language models (LLMs) and other transformer models underpinning products such as ChatGPT, Stable Diffusion and Midjourney comes initially from human sources \u2014 books, articles, photographs and so on \u2014 that were created without the help of artificial intelligence.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Join top executives in San Francisco on July 11\u201312, to hear how leaders are integrating and optimizing AI investments for success. Learn More The age of generative AI is here: only six months after OpenAI\u2019s ChatGPT burst onto the scene, as many as half the employees of some leading global companies are already using this [\u2026]<\/p>\n","protected":false},"author":662,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,1491],"tags":[],"class_list":["post-166336","post","type-post","status-publish","format-standard","hentry","category-robotics-ai","category-transportation"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/166336","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=166336"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/166336\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=166336"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=166336"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=166336"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}