{"id":965862,"date":"2025-10-03T11:07:25","date_gmt":"2025-10-03T05:37:25","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=965862"},"modified":"2025-10-03T11:07:25","modified_gmt":"2025-10-03T05:37:25","slug":"goldman-sachs-data-chief-says-ai-facing-training-data-shortage-i-think-the-real-interesting-thing-is-going-to-be","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2025\/10\/03\/goldman-sachs-data-chief-says-ai-facing-training-data-shortage-i-think-the-real-interesting-thing-is-going-to-be\/","title":{"rendered":"Goldman Sachs data chief says AI facing \u2018training data shortage\u2019: \u2018I think the real interesting thing is going to be\u2026\u2019"},"content":{"rendered":"<p>The artificial intelligence (AI) industry is confronting a critical shortage of high-quality training data, a constraint that may already be shaping the next generation of AI systems, Neema Raphael, Goldman Sachs&#8217; chief data officer and head of data engineering, has said.<\/p>\n<p>\u201cWe&#8217;ve already run out of data,\u201d Raphael stated, noting that this deficit is forcing companies to increasingly rely on synthetic data\u2014machine-generated text, images, and code. Raphael made the assertion on the bank&#8217;s &#8220;Exchanges&#8221; podcast, confirming a growing industry suspicion that the readily available data on the open web has been exhausted.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>The artificial intelligence (AI) industry is confronting a critical shortage of high-quality training data, a constraint that may already be shaping the next generation of AI systems, Neema Raphael, Goldman Sachs&#8217; chief data officer and head of data engineering, has said. \u201cWe&#8217;ve already run out of data,\u201d Raphael stated, noting that this deficit is forcing companies to increasingly rely on synthetic data\u2014machine-generated text, images, and code. Raphael made the assertion on the bank&#8217;s &#8220;Exchanges&#8221; podcast, confirming a growing industry suspicion that the readily available data on the open web has been exhausted.<\/p>\n","protected":false},"author":11,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[87,4,11],"tags":[],"class_list":["post-965862","post","type-post","status-publish","format-standard","hentry","category-it-2-the-times-of-india","category-newspapers","category-the-times-of-india"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/965862","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\/11"}],"replies":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/comments?post=965862"}],"version-history":[{"count":0,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/965862\/revisions"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=965862"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=965862"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=965862"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}