{"id":147692,"date":"2026-06-12T10:01:46","date_gmt":"2026-06-12T08:01:46","guid":{"rendered":"https:\/\/futuristgerd.com\/?p=147692"},"modified":"2026-06-12T11:46:44","modified_gmt":"2026-06-12T09:46:44","slug":"the-future-of-work-jobs-inpacted-by-ai-the-good-enough-dilemma","status":"publish","type":"post","link":"https:\/\/futuristgerd.com\/pt\/2026\/06\/the-future-of-work-jobs-inpacted-by-ai-the-good-enough-dilemma\/","title":{"rendered":"O Futuro do Trabalho e Emprego, impactado pela IA: Empregos Desarrumados e o Dilema do \"Bom o Suficiente\""},"content":{"rendered":"<p>Here are 2 videos on this topic, and 3 images based on<a href=\"https:\/\/www.theatlantic.com\/economy\/2026\/06\/ai-job-displacement-questions\/687503\/\"> esta recente reportagem do The Atlantic:<\/a> Tr\u00eas Formas de Pensar Sobre IA e Empregos: Se a automa\u00e7\u00e3o tornar\u00e1 os trabalhadores humanos obsoletos depende de mais do que apenas o qu\u00e3o inteligente \u00e9 a IA. Por\u00a0<a href=\"https:\/\/www.theatlantic.com\/author\/roge-karma\/\">Rog\u00e9 Karma<\/a>. This is a 5* read!<\/p>\n\n\n\n<p>&#8220;According to the MIT economists David Autor and Neil Thompson, the\u00a0<a href=\"https:\/\/www.digitalistpapers.com\/vol2\/autorthompson\">divergence<\/a>\u00a0between these two professions (weak bundles or strong bundles) <strong>boils down to the interaction of technology and expertise.<\/strong><\/p>\n\n\n\n<p>For accounting clerks, computers replaced many of their\u00a0<em>least<\/em>\u00a0expert skills; the hours they had spent recording transactions and performing manual calculations could now be reallocated to more complex tasks, such as explaining why a department had blown through its budget and figuring out sources of discrepancies between a company\u2019s bank account and its books. <strong>This turned the accounting clerk\u2019s job from a middle-class one into a smaller, more professionalized one. <\/strong><\/p>\n\n\n\n<p>For inventory clerks, on the other hand, computers replaced their\u00a0<em>a maioria<\/em>\u00a0expert skill set\u2014their encyclopedic knowledge of a warehouse\u2019s physical inventory\u2014leaving them to perform more basic tasks such as scanning items and restocking shelves. <strong>This transformed the inventory clerk\u2019s role from a well-paying middle-class profession into a lower-paid job with a far bigger pool of potential workers. <\/strong><\/p>\n\n\n\n<p>In a recent\u00a0<a href=\"https:\/\/economics.mit.edu\/sites\/default\/files\/2025-06\/Expertise-Autor-Thompson-20250618.pdf\">paper<\/a>, Autor and Thompson find that this basic pattern has held up across more than 300 occupations over the past four decades. \u201cThe story is almost never as simple as:\u00a0<em>We\u2019re in a race with machines and machines will win<\/em>\u201d <\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong>\u201cWhat matters for a given profession is whether technology enhances a worker\u2019s expertise or commodifies that expertise.\u201d<\/strong><\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"The Good Enough Dilemma: AI and the Erosion of Excellence (GerdsTake 5)\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/0EsjlpqxpZg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"The Future of Education, Work and Jobs: Best of Gerd Leonhard (2026 Compilation)\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/F7w2RR_WrGg?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1680\" height=\"945\" src=\"https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/jevons-paradox-work-and-ai-4k-gerd-leonhard-lowres-1680x945.jpeg\" alt=\"\" class=\"wp-image-147693\" srcset=\"https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/jevons-paradox-work-and-ai-4k-gerd-leonhard-lowres-1680x945.jpeg 1680w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/jevons-paradox-work-and-ai-4k-gerd-leonhard-lowres-450x253.jpeg 450w, 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sizes=\"auto, (max-width: 1680px) 100vw, 1680px\" \/><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1680\" height=\"812\" src=\"https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-1680x812.jpg\" alt=\"\" class=\"wp-image-147699\" srcset=\"https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-1680x812.jpg 1680w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-450x218.jpg 450w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-768x371.jpg 768w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-1536x742.jpg 1536w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-2048x990.jpg 2048w, https:\/\/futuristgerd.com\/wp-content\/uploads\/2026\/06\/clean_vs_messy_final-ai-jobs-vulnerability-gerd-leonahrd-18x9.jpg 18w\" sizes=\"auto, (max-width: 1680px) 100vw, 1680px\" \/><\/figure>\n\n\n\n<!-- Uscreen Email Capture Form -->\n<div data-uscreen-form=\"Q1A2cjErm4e67LUAVbTjybKy\"><\/div>\n<script src=\"https:\/\/uscreen.io\/embed\/email-capture.js\"><\/script>","protected":false},"excerpt":{"rendered":"<p>Here are 2 videos on this topic, and 3 images based on<a href=\"https:\/\/www.theatlantic.com\/economy\/2026\/06\/ai-job-displacement-questions\/687503\/\"> esta recente reportagem do The Atlantic:<\/a> Tr\u00eas Formas de Pensar Sobre IA e Empregos: Se a automa\u00e7\u00e3o tornar\u00e1 os trabalhadores humanos obsoletos depende de mais do que apenas o qu\u00e3o inteligente \u00e9 a IA. Por\u00a0<a href=\"https:\/\/www.theatlantic.com\/author\/roge-karma\/\">Rog\u00e9 Karma<\/a>. This is a 5* read!<\/p>\n<p> ... <a title=\"The Future of Work &amp; Jobs, impacted by AI: Messy  Jobs and The Good Enough Dilemma\" class=\"read-more\" href=\"https:\/\/futuristgerd.com\/pt\/2026\/06\/the-future-of-work-jobs-inpacted-by-ai-the-good-enough-dilemma\/\" aria-label=\"Read more about The Future of Work &amp; Jobs, impacted by AI: Messy  Jobs and The Good Enough Dilemma\">Ler mais<\/a><\/p>","protected":false},"author":38,"featured_media":136574,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_analytify_skip_tracking":false,"footnotes":""},"categories":[174,2194,256,222],"tags":[2222,1275],"class_list":["post-147692","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence-2","category-artificial-intelligence","category-education-and-training","category-work-and-employment","tag-jevons-paradox","tag-the-atlantic","masonry-post","generate-columns","tablet-grid-50","mobile-grid-100","grid-parent","grid-33"],"acf":[],"_links":{"self":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts\/147692","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/comments?post=147692"}],"version-history":[{"count":5,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts\/147692\/revisions"}],"predecessor-version":[{"id":147707,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/posts\/147692\/revisions\/147707"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/media\/136574"}],"wp:attachment":[{"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/media?parent=147692"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/categories?post=147692"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/futuristgerd.com\/pt\/wp-json\/wp\/v2\/tags?post=147692"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}