{"id":105176,"date":"2025-08-31T15:56:11","date_gmt":"2025-08-31T15:56:11","guid":{"rendered":"https:\/\/www.newsbeep.com\/uk\/105176\/"},"modified":"2025-08-31T15:56:11","modified_gmt":"2025-08-31T15:56:11","slug":"canaries-in-the-bullpen-deepseek-strikes-again-africas-solar-revolution-human-agency-grok-code-how-faangs-vibe-code","status":"publish","type":"post","link":"https:\/\/www.newsbeep.com\/uk\/105176\/","title":{"rendered":"Canaries in the bullpen. DeepSeek strikes again. Africa&#8217;s solar revolution. Human agency, Grok Code, how FAANGs vibe-code ++"},"content":{"rendered":"<p>\u201cI became a member when I started work on a project that needed combination of technical skills, wide vision, common sense and integrity. It is more efficient for me to rely on one main source for AI and you are the best.\u201d \u2013 Johnny, a paying member<\/p>\n<p>Hi all,<\/p>\n<p>Welcome to our Sunday edition, where we explore the latest developments, ideas, and questions shaping the exponential economy, including:<\/p>\n<p>How PwC\u2019s 32% junior hiring cut reveals AI&#8217;s workplace revolution <\/p>\n<p>DeepSeek\u2019s clever workaround to build sovereign Chinese AI <\/p>\n<p>Africa\u2019s silent solar boom <\/p>\n<p>and fifteen other morsels\u2026<\/p>\n<p>Enjoy the weekend reading!<\/p>\n<p>Azeem<\/p>\n<p>We now have stronger evidence that AI is biting into youth employment. Since late 2022, early-career workers have seen <a href=\"https:\/\/digitaleconomy.stanford.edu\/wp-content\/uploads\/2025\/08\/Canaries_BrynjolfssonChandarChen.pdf\" rel=\"nofollow noopener\" target=\"_blank\">employment fall by 13%<\/a> compared to older cohorts in the same roles, whose employment grew by 6\u20139%. The decline in employment for the youngest workers shows up only where AI automates rather than augments work. It isn\u2019t causal proof, but <\/p>\n<p>,  and Ruyu Chen used ADP payroll data across tens of thousands of firms to rule out obvious alternatives: pre-AI trends, Covid-19, education gaps, and firm or industry shocks. The most likely explanation is AI.<a target=\"_blank\" href=\"https:\/\/substackcdn.com\/image\/fetch\/$s_!meYE!,f_auto,q_auto:good,fl_progressive:steep\/https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2F0b7af62b-9645-4705-bc13-a9b1d37fcd62_1284x1058.png\" data-component-name=\"Image2ToDOM\" rel=\"nofollow noopener\" class=\"image-link image2 is-viewable-img\"><img decoding=\"async\" src=\"https:\/\/www.newsbeep.com\/uk\/wp-content\/uploads\/2025\/08\/https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/0b7af62b-9645-4705-bc13-a9b1d37fcd62_1284.png\" width=\"668\" height=\"550.4236760124611\" data-attrs=\"{&quot;src&quot;:&quot;https:\/\/substack-post-media.s3.amazonaws.com\/public\/images\/0b7af62b-9645-4705-bc13-a9b1d37fcd62_1284x1058.png&quot;,&quot;srcNoWatermark&quot;:null,&quot;fullscreen&quot;:null,&quot;imageSize&quot;:null,&quot;height&quot;:1058,&quot;width&quot;:1284,&quot;resizeWidth&quot;:668,&quot;bytes&quot;:null,&quot;alt&quot;:null,&quot;title&quot;:null,&quot;type&quot;:null,&quot;href&quot;:null,&quot;belowTheFold&quot;:true,&quot;topImage&quot;:false,&quot;internalRedirect&quot;:null,&quot;isProcessing&quot;:false,&quot;align&quot;:null,&quot;offset&quot;:false}\" alt=\"\"   loading=\"lazy\" class=\"sizing-normal\"\/><\/a><\/p>\n<p>This <a href=\"https:\/\/www.exponentialview.co\/p\/ev-522\" rel=\"nofollow noopener\" target=\"_blank\">study adds some weight to what we\u2019ve believed for some time<\/a> \u2013 as AI enters the workforce, experience and judgment are being re-evaluated and valued.<\/p>\n<p>AI is taking over the production side of the equation. LLMs operate at scale, drafting 30% of Microsoft\u2019s code, processing billions of lines a day (Cursor) and generating BCG\u2019s slides. [&#8230;] The model of junior workers generating and senior workers judging is no longer the reality.<\/p>\n<p>Erik and his co-authors refer to this as \u201ca canary in the coal mine\u201d for broader AI disruption of the labor market. It could be, but we don\u2019t know whether these results point to lasting change or just a transitional pause as firms figure out where AI fits. In uncertain times, it\u2019s easier to slow youth hiring and lean on experience. <\/p>\n<p>So we need to read these results with nuance. It\u2019s a canary, not a smoking gun. I explore <a href=\"https:\/\/substack.com\/inbox\/post\/172269564\" rel=\"nofollow noopener\" target=\"_blank\">how I think about it here.<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"\u201cI became a member when I started work on a project that needed combination of technical skills, wide&hellip;\n","protected":false},"author":2,"featured_media":105177,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20],"tags":[554,733,4308,86,56,54,55],"class_list":["post-105176","post","type-post","status-publish","format-standard","has-post-thumbnail","category-artificial-intelligence","tag-ai","tag-artificial-intelligence","tag-artificialintelligence","tag-technology","tag-uk","tag-united-kingdom","tag-unitedkingdom"],"_links":{"self":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/105176","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/comments?post=105176"}],"version-history":[{"count":0,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/posts\/105176\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media\/105177"}],"wp:attachment":[{"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/media?parent=105176"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/categories?post=105176"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.newsbeep.com\/uk\/wp-json\/wp\/v2\/tags?post=105176"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}