{"id":952109,"date":"2025-08-02T08:16:45","date_gmt":"2025-08-02T02:46:45","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=952109"},"modified":"2025-08-02T09:05:20","modified_gmt":"2025-08-02T03:35:20","slug":"future-of-ai-getting-to-know-synthetic-data","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2025\/08\/02\/future-of-ai-getting-to-know-synthetic-data\/","title":{"rendered":"Future of AI: Getting to know synthetic data"},"content":{"rendered":"<p>AI has always followed a simple rule: better data leads to better models. From spam detection to self-driving cars, every leap in AI has been powered by vast, high-quality datasets. But as AI moves into sensitive, regulated, and rare-event-driven domains, traditional data is no longer enough. <\/p>\n<p>The rise of algorithmically generated data <\/p>\n<p>Consider a healthcare organisation developing an AI model for early disease detection. They face multiple barriers: limited access to diverse clinical records, privacy regulations, rare case scarcity, and costly labelling. The data exists, but can\u2019t be fully accessed, shared, or scaled. This is a widespread issue across industries.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI has always followed a simple rule: better data leads to better models. From spam detection to self-driving cars, every leap in AI has been powered by vast, high-quality datasets. But as AI moves into sensitive, regulated, and rare-event-driven domains, traditional data is no longer enough. The rise of algorithmically generated data Consider a healthcare organisation developing an AI model for early disease detection. They face multiple barriers: limited access to diverse clinical records, privacy regulations, rare case scarcity, and costly labelling. The data exists, but can\u2019t be fully accessed, shared, or scaled. This is a widespread issue across industries.<\/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":[63,4,12],"tags":[],"class_list":["post-952109","post","type-post","status-publish","format-standard","hentry","category-it-2-the-financial-express","category-newspapers","category-the-financial-express"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/952109","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=952109"}],"version-history":[{"count":0,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/952109\/revisions"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=952109"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=952109"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=952109"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}