{"id":41135,"date":"2026-04-02T07:17:45","date_gmt":"2026-04-01T23:17:45","guid":{"rendered":"https:\/\/sgbuzz.com\/?p=41135"},"modified":"2026-04-02T07:17:45","modified_gmt":"2026-04-01T23:17:45","slug":"singapore-faces-ais-challenge-early-and-its-about-the-data-you-can-prove","status":"publish","type":"post","link":"https:\/\/sgbuzz.com\/?p=41135","title":{"rendered":"Singapore faces AI&#8217;s challenge early, and it&#8217;s about the data you can prove"},"content":{"rendered":"<p><br \/>\n<\/p>\n<p>Governance that lives only in policy documents fails in production; it must be embedded in how data is collected, shared and used<\/p>\n<div data-testid=\"article-body-container\">\n<p class=\"whitespace-pre-wrap break-words mb-4 md:mb-6\" data-testid=\"article-paragraph-component\">DATA trust is not a new issue \u2013 companies have been grappling with it for years. What\u2019s new is the urgency: as generative artificial intelligence (AI) moves into production, knowing where your data came from, whether you are allowed to use it, and whether you can explain your AI\u2019s outputs are no longer negotiable.<\/p>\n<p class=\"whitespace-pre-wrap break-words mb-4 md:mb-6\" data-testid=\"article-paragraph-component\">President Tharman Shanmugaratnam recently said <a class=\"text-verticals-btblue underline\" data-testid=\"article-annotation-link-component\" href=\"https:\/\/www.businesstimes.com.sg\/singapore\/singapore-face-ai-challenge-sooner-many-other-countries-president-tharman\" target=\"_blank\" rel=\"noopener\">Singapore will face AI\u2019s challenge sooner<\/a> than many economies, and that the deeper test is ensuring AI\u2019s productivity gains are distributed \u201cup and down the workforce\u201d. <\/p>\n<p class=\"whitespace-pre-wrap break-words mb-4 md:mb-6\" data-testid=\"article-paragraph-component\">That urgency is reinforced by <a class=\"text-verticals-btblue underline\" data-testid=\"article-annotation-link-component\" href=\"https:\/\/www.businesstimes.com.sg\/singapore\/budget-2026-ai-adoption-business-growth-drive-singapores-ambition-aim-higher-move-faster-take\" target=\"_blank\" rel=\"noopener\">Budget 2026\u2019s push to scale AI nationally<\/a>, including a new National AI Council chaired by Prime Minister Lawrence Wong, with missions spanning manufacturing, connectivity, finance and healthcare.<\/p>\n<div data-testid=\"article-btg-newsletter-component\" data-section-name=\"newsletter\" data-section-label=\"decoding asia 2\" class=\"track-impression border-t border-gray-175 py-3\">\n<div>\n<p class=\"font-lucida text-xl font-medium italic leading-normal -tracking-5% text-gray-850\">Decoding Asia newsletter: your guide to navigating Asia in a new global order. <span class=\"inline border-none p-0 font-lucida text-inherit text-xl font-medium italic leading-normal !-tracking-5% text-verticals-btblue !underline outline-none\">Sign up here to get Decoding Asia newsletter.<\/span> Delivered to your inbox. Free.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<p><br \/>\n<br \/><a href=\"https:\/\/www.businesstimes.com.sg\/opinion-features\/singapore-faces-ais-challenge-early-and-its-about-data-you-can-prove\" target=\"_blank\" rel=\"noopener\">Read Full Article At Source <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Governance that lives only in policy documents fails in production; it must be embedded in how data is collected, shared and used DATA trust is&#8230;<\/p>\n","protected":false},"author":1,"featured_media":41136,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[2611],"tags":[],"class_list":["post-41135","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-buzz-headlines","wpcat-2611-id"],"_links":{"self":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts\/41135","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=41135"}],"version-history":[{"count":0,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/posts\/41135\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=\/wp\/v2\/media\/41136"}],"wp:attachment":[{"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=41135"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=41135"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sgbuzz.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=41135"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}