{"id":5434,"date":"2025-08-10T22:32:33","date_gmt":"2025-08-10T21:32:33","guid":{"rendered":"https:\/\/www.utilewebsites.nl\/de-juiste-mindset-in-een-wereld-van-exponentiele-groei-en-singulariteit\/"},"modified":"2025-08-11T10:18:30","modified_gmt":"2025-08-11T09:18:30","slug":"de-juiste-mindset-in-een-wereld-van-exponentiele-groei-en-singulariteit","status":"publish","type":"post","link":"https:\/\/www.utilewebsites.nl\/en\/de-juiste-mindset-in-een-wereld-van-exponentiele-groei-en-singulariteit\/","title":{"rendered":"The Right Mindset in a World of Exponential Growth and Singularity"},"content":{"rendered":"\n<p>Imagine waking up in a world where technology makes a leap not every year, but every few months. AI writes texts, designs images, and programs faster than you can keep up. For some, this feels like a goldmine; for others, like a storm that swallows everything. The question is not whether that acceleration will continue, but: will you develop along with it, or drop out?<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Not everything that moves fast is a hype\u2014sometimes it\u2019s just exponential.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>You don\u2019t need to think faster than machines; you need to work with them more intelligently.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<p><strong>We\u2019ve turned this article into a dynamic video presentation<\/strong> \u2014 created with Google\u2019s LLM \u2014 to bring the key insights to life.<br>Watch the video below for a concise, engaging overview of <em>The Right Mindset in a World of Exponential Growth and Singularity<\/em>, or scroll down to read the full in-depth article.<\/p>\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=\"Right Mindset for an Age of Exponential Growth\" width=\"604\" height=\"340\" src=\"https:\/\/www.youtube.com\/embed\/LKrATDahdJg?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<h2 class=\"wp-block-heading\">1) Why we underestimate exponential growth<\/h2>\n\n\n\n<p>Humans have a persistent&nbsp;<em>exponential growth bias<\/em>: we read fractions and doublings as if they were straight lines. Recent research shows this directly distorts our estimation of AI progress: participants systematically underestimated how quickly AI capabilities increase.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Our brain loves straight lines; technology does not.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Doublings feel small\u2014until they overtake you.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">2) Technostress: the shock of lightning-fast change<\/h2>\n\n\n\n<p>Speed itself is a stressor. Recent reviews and studies link the&nbsp;<em>pace of change<\/em>, uncertainty, and complexity to higher stress and declining performance or well-being. This is not classic technophobia, but an understandable friction between the human pace of adaptation and technological reality.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>It\u2019s okay to get tired of \u2018faster\u2019\u2014what\u2019s not okay is standing still.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Stress signals: your skills are falling behind your tools.<\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1024x642.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"642\" src=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1024x642.png\" alt=\"\" class=\"wp-image-5415\" srcset=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1024x642.png 1024w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-300x188.png 300w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-768x481.png 768w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1536x963.png 1536w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image.png 1686w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Indicative comparison: share of respondents seeing AI as mostly beneficial (%). Source attribution below.<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">3) AI and learning: convenience vs. growth<\/h2>\n\n\n\n<p>AI can accelerate you\u2014but also unteach you how to think if you outsource everything. In a recent (not yet peer-reviewed) preprint, this is called the&nbsp;<em>comfort-growth paradox<\/em>: convenience can slow growth. The proposed solution is&nbsp;<em>Enhanced Cognitive Scaffolding<\/em>: AI as scaffolding that is gradually removed so you take over the work. Experimental educational research with GenAI scaffolds also shows that thoughtful guidance can improve learning outcomes; conversely, over-reliance can create \u201ccognitive debt.\u201d Treat this as preliminary but promising.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Use AI as a springboard, not as a crutch.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Let the assistant help\u2014and then let go.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">4) Mindset skills that keep you agile<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Intellectual humility<\/strong>: acknowledging what you (still) don\u2019t know is associated with better judgment and more constructive behavior in conflicts.<\/li>\n\n\n\n<li><strong>Growth mindset<\/strong>: useful as an attitude, but effects on performance are on average small and context-dependent\u2014don\u2019t oversell it.<\/li>\n\n\n\n<li><strong>Bias awareness (in humans and AI)<\/strong>: large language models show human-like biases (e.g., overconfidence) in a range of tests; keep this in mind.<\/li>\n<\/ul>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Humility accelerates learning.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Optimism is good; overestimation is not.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5a) Where people stand now (without artificial boxes)<\/h2>\n\n\n\n<p>Instead of hard \u201cthree groups\u201d with percentages, recent datasets show this:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Globally, the feeling that AI offers more benefits than drawbacks is growing, but country differences are large: e.g., China ~83% \u2018more benefits\u2019, Netherlands ~36%.<\/li>\n\n\n\n<li>Adoption and trust are on average higher in emerging economies. At work, 72% in emerging economies use AI at least semi-regularly, vs. 49% in developed economies; organizational adoption is also higher there.<\/li>\n<\/ul>\n\n\n\n<p>Practically, you could roughly see the public as:&nbsp;<em>early adopters<\/em>&nbsp;(high adoption\/trust),&nbsp;<em>cautious experimenters<\/em>, and&nbsp;<em>wait-and-see\/worried<\/em>\u2014but the ratio varies by sector and country.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>The landscape is not a 3-slice pie: it\u2019s a map with regions.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Where you work and live colors your AI attitude.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-1024x642.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"642\" src=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-1024x642.png\" alt=\"\" class=\"wp-image-5417\" srcset=\"https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-1024x642.png 1024w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-300x188.png 300w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-768x481.png 768w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1-1536x963.png 1536w, https:\/\/www.utilewebsites.nl\/wp-content\/uploads\/2025\/08\/image-1.png 1686w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><figcaption class=\"wp-element-caption\">Indicative comparison: regular AI use at work (%). Source attribution below.<\/figcaption><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">5b) Three groups in society (indicative classification, Aug 2025)<\/h2>\n\n\n\n<p><em>Suppose<\/em>&nbsp;we wanted to roughly divide the world\u2019s population by AI attitude into three groups, we would arrive at the following&nbsp;<strong>indicative<\/strong>&nbsp;ranges. This is a thinking framework based on synthesis of recent datasets and trends; these are not official measured shares.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Group<\/th><th>Description<\/th><th>Global estimate (indicative)<\/th><\/tr><\/thead><tbody><tr><td><strong>Group 1 \u2013 Stamp-sized awareness<\/strong><\/td><td>Stuck in routines, thinks linearly, sees AI mainly as a threat.<\/td><td>55\u201365%<\/td><\/tr><tr><td><strong>Group 2 \u2013 Potential growth group<\/strong><\/td><td>Curious, sees opportunities, learns actively, uses AI as a lever.<\/td><td>25\u201335%<\/td><\/tr><tr><td><strong>Group 3 \u2013 Transition group<\/strong><\/td><td>A mix of curiosity and doubt; open to learning but partly clinging to old patterns.<\/td><td>10\u201315%<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>Note: this classification is&nbsp;<strong>hypothetical<\/strong>&nbsp;and intended as a pragmatic framework for policy, communication, and training. Regional\/sectoral differences may deviate substantially.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">6) Three concrete takeaways<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Train your eye for exponential<\/strong><br>Practice with doubling times, S-curves, and order-of-magnitude thinking. This helps reduce the <em>exponential growth bias<\/em> and improve your planning.<\/li>\n\n\n\n<li><strong>Use AI as a learning partner (scaffold)<\/strong><br>Ask for hints, checklists, counterpoints, and a <em>fade-out<\/em> of help. Keep the bar high enough so you remain cognitively engaged.<\/li>\n\n\n\n<li><strong>Be critical and humble<\/strong><br>Calibrate for bias (in human &amp; model), do spot-checks, and maintain your own grip on sources.<\/li>\n<\/ol>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Ask for explanation, not just for outcome.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Doubt is not a brake: it\u2019s your steering wheel.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">Conclusion<\/h2>\n\n\n\n<p>The world is accelerating. Those who combine an open, learning attitude with conscious&nbsp;<em>scaffolding<\/em>&nbsp;and bias vigilance will not only keep up\u2014but help steer.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><em>Mindset is not a shield against change; it\u2019s your surfboard.<\/em><\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">Sources (selection, recent &amp; relevant)<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI perceptions worldwide \u2014 Stanford HAI: <a href=\"https:\/\/hai.stanford.edu\/ai-index\/2025-ai-index-report\/public-opinion\" target=\"_blank\" rel=\"noreferrer noopener\">AI Index 2025 \u00b7 Public Opinion<\/a> (<a href=\"https:\/\/hai.stanford.edu\/assets\/files\/hai_ai-index-report-2025_chapter8_final.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">PDF<\/a>).<\/li>\n\n\n\n<li>Adoption &amp; trust per economy \u2014 University of Melbourne &amp; KPMG: <a href=\"https:\/\/figshare.unimelb.edu.au\/articles\/report\/Trust_attitudes_and_use_of_artificial_intelligence_A_global_study_2025\/28822919\" target=\"_blank\" rel=\"noreferrer noopener\">Global Study 2025 (landing)<\/a> (<a href=\"https:\/\/assets.kpmg.com\/content\/dam\/kpmgsites\/xx\/pdf\/2025\/05\/trust-attitudes-and-use-of-ai-global-report.pdf.coredownload.inline.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">PDF<\/a>).<\/li>\n\n\n\n<li>Exponential growth bias &amp; AI: <a href=\"https:\/\/tmb.apaopen.org\/pub\/qebl3hrd\" target=\"_blank\" rel=\"noreferrer noopener\">Meikle (2024), Technology, Mind, and Behavior<\/a> + <a href=\"https:\/\/news.ku.edu\/news\/article\/people-underestimate-ai-capabilities-due-to-exponential-growth-bias-study-finds\" target=\"_blank\" rel=\"noreferrer noopener\">KU summary<\/a>.<\/li>\n\n\n\n<li>Technostress (speed\/complexity): <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S2451958824001088\" target=\"_blank\" rel=\"noreferrer noopener\">Comprehensive review (2024)<\/a>; <a href=\"https:\/\/pmc.ncbi.nlm.nih.gov\/articles\/PMC12024279\/\" target=\"_blank\" rel=\"noreferrer noopener\">AI &amp; technostress (2025)<\/a>.<\/li>\n\n\n\n<li>AI bias (human-like distortions): <a href=\"https:\/\/pubsonline.informs.org\/doi\/10.1287\/msom.2023.0279\" target=\"_blank\" rel=\"noreferrer noopener\">Chen et al. (2025), M&amp;SOM<\/a>.<\/li>\n\n\n\n<li>Scaffolding with GenAI (education): <a href=\"https:\/\/www.sciencedirect.com\/science\/article\/pii\/S0360131525000909\" target=\"_blank\" rel=\"noreferrer noopener\">Computers &amp; Education RCT (2025)<\/a>; <a href=\"https:\/\/www.nature.com\/articles\/s41599-025-04787-y\" target=\"_blank\" rel=\"noreferrer noopener\">Meta-analysis HSS Comm. (2025)<\/a>.<\/li>\n\n\n\n<li>Comfort-growth paradox (preliminary): <a href=\"https:\/\/arxiv.org\/abs\/2507.19483\" target=\"_blank\" rel=\"noreferrer noopener\">Riva (2025) \u00b7 Enhanced Cognitive Scaffolding (preprint)<\/a>.<\/li>\n\n\n\n<li>Growth mindset \u2014 effect sizes: <a href=\"https:\/\/englelab.gatech.edu\/articles\/2018\/Sisk%2C%20Burgoyne%20et%20%282018%29%20-%20Mindset%20and%20Academic%20Achievement.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Sisk et al. (2018) meta-analysis<\/a>; <a href=\"https:\/\/englelab.gatech.edu\/articles\/2022\/Macnamara%20and%20Burgoyne%20%282022%29%20-%20Do%20Growth%20Mindset%20Interventions%20Impact%20Students%E2%80%99%20Academic%20Achievement.pdf\" target=\"_blank\" rel=\"noreferrer noopener\">Macnamara &amp; Burgoyne (2022) meta-analysis<\/a>.<\/li>\n<\/ul>\n\n\n        <div id=\"utilehelp-chatbot\" class=\"utilehelp-chatbot utilehelp-collapsed\">\n            <div class=\"utilehelp-chat-header utilehelp-chat-toggle\" style=\"cursor:pointer;\">\n                <div class=\"utilehelp-chat-header-logo\">\n                    <span>U<\/span>\n                <\/div>\n                <div>\n                    <div class=\"utilehelp-chat-header-title\">\n                        UtileHelp AI Assistant                        <span class=\"utilehelp-beta-label\">BETA<\/span>\n                    <\/div>\n                    <div class=\"utilehelp-chat-header-desc\">Ask your question about our services, support or knowledge base.<\/div>\n                <\/div>\n                <button class=\"utilehelp-chat-start-btn\" type=\"button\" style=\"margin-left:auto;\">Start chat<\/button>\n            <\/div>\n            <div class=\"utilehelp-chat-body\" style=\"display:none;\">\n                <div class=\"utilehelp-chat-window\"><\/div>\n                <form class=\"utilehelp-chat-form\">\n                    <input type=\"text\" name=\"message\" class=\"utilehelp-chat-input\" placeholder=\"Type your question...\" required \/>\n                    <button type=\"submit\" class=\"utilehelp-chat-send\" aria-label=\"Send\">\n                        <svg viewBox=\"0 0 24 24\" focusable=\"false\" aria-hidden=\"true\">\n                            <path d=\"M12 5l6 6h-4v8h-4v-8H6z\"\/>\n                        <\/svg>\n                    <\/button>\n                <\/form>\n                <div class=\"utilehelp-chat-disclaimer\">\n                    <small>This is a <b>beta<\/b> version. 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AI writes texts, designs images, and programs faster than you can keep up. For some, this feels like a goldmine; for others, like a storm that swallows everything. The question is not whether that acceleration will continue, but: will you develop along with it, or drop out? Not everything that moves fast is a hype\u2014sometimes it\u2019s just exponential. You don\u2019t need to think faster than machines; you need to work with them more intelligently. We\u2019ve turned this article into a dynamic video&nbsp;<a href=\"https:\/\/www.utilewebsites.nl\/en\/de-juiste-mindset-in-een-wereld-van-exponentiele-groei-en-singulariteit\/\" class=\"read-more\">Continue Reading<\/a><\/p>\n","protected":false},"author":2,"featured_media":5432,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[92,1],"tags":[],"class_list":["post-5434","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-en","category-geen-onderdeel-van-een-categorie","cat-92-id","cat-1-id"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Right Mindset in a World of Exponential Growth and Singularity - Utilewebsites<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.utilewebsites.nl\/en\/de-juiste-mindset-in-een-wereld-van-exponentiele-groei-en-singulariteit\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Right Mindset in a World of Exponential Growth and Singularity - Utilewebsites\" \/>\n<meta property=\"og:description\" content=\"Imagine waking up in a world where technology makes a leap not every year, but every few months. AI writes texts, designs images, and programs faster than you can keep up. For some, this feels like a goldmine; for others, like a storm that swallows everything. The question is not whether that acceleration will continue, but: will you develop along with it, or drop out? Not everything that moves fast is a hype\u2014sometimes it\u2019s just exponential. You don\u2019t need to think faster than machines; you need to work with them more intelligently. 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