{"id":961657,"date":"2025-09-15T08:49:01","date_gmt":"2025-09-15T03:19:01","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=961657"},"modified":"2025-09-15T08:59:56","modified_gmt":"2025-09-15T03:29:56","slug":"openai-explains-why-language-models-hallucinate-evaluation-incentives-reward-guessing-over-uncertainty","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2025\/09\/15\/openai-explains-why-language-models-hallucinate-evaluation-incentives-reward-guessing-over-uncertainty\/","title":{"rendered":"OpenAI explains why language models \u2018hallucinate\u2019; evaluation incentives reward guessing over uncertainty"},"content":{"rendered":"<p>OpenAI has identified a fundamental flaw in the design of large language models (LLMs) that leads to the generation of confident yet incorrect information, known as &#8220;hallucinations.&#8221; This discovery, detailed in a recent research paper, challenges existing assumptions about AI reliability and proposes a paradigm shift in model evaluation.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>OpenAI has identified a fundamental flaw in the design of large language models (LLMs) that leads to the generation of confident yet incorrect information, known as &#8220;hallucinations.&#8221; This discovery, detailed in a recent research paper, challenges existing assumptions about AI reliability and proposes a paradigm shift in model evaluation.<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[59,4,10],"tags":[],"class_list":["post-961657","post","type-post","status-publish","format-standard","hentry","category-it-2-the-economic-times","category-newspapers","category-the-economic-times"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/961657","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/comments?post=961657"}],"version-history":[{"count":0,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/961657\/revisions"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=961657"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=961657"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=961657"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}