{"id":988254,"date":"2026-01-28T11:29:23","date_gmt":"2026-01-28T05:59:23","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=988254"},"modified":"2026-01-28T11:29:23","modified_gmt":"2026-01-28T05:59:23","slug":"why-infrastructure-operations-and-coordination-now-matter-as-much-as-capability","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2026\/01\/28\/why-infrastructure-operations-and-coordination-now-matter-as-much-as-capability\/","title":{"rendered":"Why infrastructure, operations and coordination now matter as much as capability"},"content":{"rendered":"<p>When we talk about moving the needle on AI, the discussions still gravitate toward models: bigger models, better accuracy, higher benchmark scores &#8211; not because they matter most anymore, but because they are the easiest progress to measure.<\/p>\n<p>And when systems fall short, the instinctive response is to assume the model isn&#8217;t good enough yet. That assumption persists because, for a long time, it was true. Early AI systems failed because they lacked capability. Then, as stronger models emerged, they unlocked visibly better results, and progress followed a clear, almost linear logic.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>When we talk about moving the needle on AI, the discussions still gravitate toward models: bigger models, better accuracy, higher benchmark scores &#8211; not because they matter most anymore, but because they are the easiest progress to measure. And when systems fall short, the instinctive response is to assume the model isn&#8217;t good enough yet. That assumption persists because, for a long time, it was true. Early AI systems failed because they lacked capability. Then, as stronger models emerged, they unlocked visibly better results, and progress followed a clear, almost linear logic.<\/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":[55,13,4],"tags":[],"class_list":["post-988254","post","type-post","status-publish","format-standard","hentry","category-it-2-live-mint","category-live-mint","category-newspapers"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/988254","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=988254"}],"version-history":[{"count":0,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/988254\/revisions"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=988254"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=988254"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=988254"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}