{"id":230528,"date":"2026-06-12T06:11:00","date_gmt":"2026-06-12T10:11:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/12\/investing-in-human-jobs-will-determine-who-captures-ais-gains\/"},"modified":"2026-06-12T06:15:26","modified_gmt":"2026-06-12T10:15:26","slug":"investing-in-human-jobs-will-determine-who-captures-ais-gains","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/06\/12\/investing-in-human-jobs-will-determine-who-captures-ais-gains\/","title":{"rendered":"Investing in human jobs will determine who captures AI&#8217;s gains"},"content":{"rendered":"<p><a href=\"https:\/\/www.weforum.org\/stories\/2026\/06\/ai-human-governance-undp\/\">Investing in human jobs will determine who captures AI&#8217;s gains<\/a><\/p>\n<p><a href=\"https:\/\/www.weforum.org\/stories\/2026\/06\/ai-human-governance-undp\/\">https:\/\/www.weforum.org\/stories\/2026\/06\/ai-human-governance-undp\/<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-06-12 06:11:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.weforum.org\">www.weforum.org<\/a><\/p>\n<ul>\n<li>AI is rapidly entering countries without effective governance structures or responsible deployment mechanisms.<\/li>\n<li>The absence of a &#8216;human layer&#8217;\u2014comprised of expertise, accountability, and institutional capacity\u2014is the primary obstacle to responsible AI diffusion in many developing nations.<\/li>\n<li>While people in developing countries are eager to adopt AI, the necessary human resources and institutional frameworks are lacking.<\/li>\n<li>The most significant job creation opportunity in the next decade lies in building this human layer through local expertise and institutional capacity.<\/li>\n<li>Key roles such as AI auditors, assurance engineers, and risk profilers (human layer) are critical to ensure AI systems are trustworthy, safe, and effective in local contexts.<\/li>\n<li>Developing the human layer domestically can help countries move up the AI value chain by creating local expertise in AI safety, performance, and accountability.<\/li>\n<li>Building local market capabilities for AI-specific human roles is essential for ensuring responsible AI deployment and avoiding pitfalls like trust breakdowns and biased harms.<\/li>\n<li>The UNDP 2025 Human Development Report highlights emerging professional roles at the human-AI interface and stresses that the necessary human expertise and institutional capacity must be developed locally.<\/li>\n<li>The creation of this human layer involves certifications, training, and institutional capacity building, which will enable countries to maximize the benefits of AI while managing its risks.<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Investing in human jobs will determine who captures AI&#8217;s gains https:\/\/www.weforum.org\/stories\/2026\/06\/ai-human-governance-undp\/ Publish Date: 2026-06-12 06:11:00&#8230;<\/p>\n","protected":false},"author":1,"featured_media":230529,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/assets.weforum.org\/article\/image\/responsive_large_bLwxMlt-krBS0F0Vr0Ms4Mc94ynYLkDVglbUc4X-h7c.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-230528","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/230528"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=230528"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/230528\/revisions"}],"predecessor-version":[{"id":230530,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/230528\/revisions\/230530"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/230529"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=230528"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=230528"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=230528"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}