{"id":6493,"date":"2026-02-11T12:53:20","date_gmt":"2026-02-11T19:53:20","guid":{"rendered":"https:\/\/novus2.com\/righteouscause\/?p=6493"},"modified":"2026-02-26T21:47:35","modified_gmt":"2026-02-27T04:47:35","slug":"fortune-mag-something-big-is-happening-in-ai","status":"publish","type":"post","link":"https:\/\/novus2.com\/righteouscause\/2026\/02\/11\/fortune-mag-something-big-is-happening-in-ai\/","title":{"rendered":"Fortune Mag: &#8220;Something Big is Happening in AI&#8221;"},"content":{"rendered":"<p>This article, written by AI entrepreneur Matt Shumer, warns that artificial intelligence has reached a transformative moment comparable to the early days of COVID-19\u2014something most people still dismiss as overblown, but which is already disrupting knowledge work in profound ways.<\/p>\n<div class=\"prose dark:prose-invert inline leading-relaxed break-words min-w-0 [word-break:break-word] prose-strong:font-medium visRefresh2026Fonts:prose-strong:font-bold [&amp;_&gt;*:first-child]:mt-0\">\n<p>Fortune: <a href=\"https:\/\/fortune.com\/2026\/02\/11\/something-big-is-happening-ai-february-2020-moment-matt-shumer\/\" target=\"_blank\" rel=\"noopener\"><strong>Something big is happening in AI \u2014 and most people will be blindsided<\/strong><\/a><\/p>\n<blockquote><p><em>Think back to February 2020.<\/em><\/p>\n<p><em>A few people were talking about a virus spreading overseas. If someone told you they were stockpiling toilet paper you would have thought they\u2019d been spending too much time on a weird corner of the internet. Then, over the course of about three weeks, the entire world changed.<\/em><\/p>\n<p><em>I think we\u2019re in the \u201cthis seems overblown\u201d phase of something much, much bigger than Covid.<\/em><\/p>\n<p><em>I\u2019ve spent six years building an AI startup and investing in the space. I live in this world. And I\u2019m writing this for the people in my life who don\u2019t. I keep giving them the polite, cocktail-party version. Because the honest version sounds like I\u2019ve lost my mind. But the gap between what I\u2019ve been saying and what is actually happening has gotten far too big. The people I care about deserve to hear what is coming, even if it sounds crazy.<\/em><\/p><\/blockquote>\n<h2 id=\"core-concept-the-rising-water-analogy\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\"><span style=\"color: #000080;\"><strong>Core Concept: The Rising Water Analogy<\/strong><\/span><\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Think of AI advancement like standing in rising floodwater. For years, the water (AI capability) rose slowly around your ankles\u2014noticeable, but manageable. Then, in 2025, new techniques accelerated the rise dramatically. Now the water is at chest level, and most people outside the tech industry haven&#8217;t noticed they&#8217;re standing in it. Tech workers experienced this flooding first in their own jobs, and they&#8217;re warning everyone else: the water is coming for you, too.<\/p>\n<h2 id=\"whats-actually-happening-now\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\"><span style=\"color: #000080;\"><strong>What&#8217;s Actually Happening Now<\/strong><\/span><\/h2>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">AI has crossed a critical threshold where it can complete entire complex projects autonomously. Shumer describes asking AI to build an app, then walking away for four hours\u2014returning to find the AI has written tens of thousands of lines of code, opened and tested the app itself, identified problems, fixed them independently, and only presented the finished product when it met its own quality standards. This isn&#8217;t a helpful assistant anymore; it&#8217;s doing the entire job better than he would have done it himself.<\/p>\n<h2 id=\"most-important-takeaways\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\"><span style=\"color: #000080;\"><strong>Most Important Takeaways<\/strong><\/span><\/h2>\n<h3 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\"><span style=\"color: #800000;\"><em><strong>The Capability Gap Is Enormous<\/strong><\/em><\/span><\/h3>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Most people judge AI based on free versions or experiences from 2023-2024, which are drastically outdated. The paid, current models (like GPT-5.2 and Claude Opus 4.6) represent a fundamentally different capability level\u2014the gap between free and paid versions is like comparing flip phones to modern smartphones.<\/p>\n<h3 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\"><span style=\"color: #800000;\"><em><strong>The Timeline Is Now, Not Later<\/strong><\/em><\/span><\/h3>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Dario Amodei, the safety-focused CEO of Anthropic, predicts AI will eliminate 50% of entry-level white-collar jobs within one to five years, and many in the industry think that&#8217;s conservative. The stock market wiped out $1 trillion in software value in one week this month as investors recognized the disruption coming.<\/p>\n<h3 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\"><span style=\"color: #800000;\"><em><strong>This Automation Is Different<\/strong><\/em><\/span><\/h3>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Unlike previous waves that displaced specific skills (factory workers could become office workers), AI improves at everything cognitive simultaneously. Whatever you retrain for, AI is also getting better at that\u2014leaving no obvious &#8220;safe&#8221; field to retreat into for work done primarily on computers.<\/p>\n<h3 class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base first:mt-0\"><span style=\"color: #800000;\"><em><strong>Being Early Is Your Advantage<\/strong><\/em><\/span><\/h3>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The single biggest competitive advantage right now is understanding and using these tools before your peers do. The person who demonstrates AI-assisted productivity gains today becomes the most valuable employee\u2014but that window closes once everyone catches on.<\/p>\n<h2 id=\"recommended-actions\" class=\"mb-2 mt-4 [.has-inline-images_&amp;]:clear-end font-sans visRefresh2026AnswerSerif:font-editorial font-semimedium visRefresh2026Fonts:font-bold text-base visRefresh2026Fonts:text-lg first:mt-0 md:text-lg [hr+&amp;]:mt-4\"><span style=\"color: #000080;\"><strong>Recommended Actions<\/strong><\/span><\/h2>\n<ul class=\"marker:text-quiet list-disc\">\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Pay for premium AI tools ($20\/month) and use the most capable models, not defaults<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Spend one hour daily experimenting with AI on actual work tasks, not casual questions<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Push AI into your hardest tasks\u2014if it partially works today, it will work perfectly in six months<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Build financial resilience with savings and reduced debt in case disruption accelerates. Develop\u00a0adaptability as a skill, since the tools themselves will keep changing rapidly<\/p>\n<\/li>\n<li class=\"py-0 my-0 prose-p:pt-0 prose-p:mb-2 prose-p:my-0 [&amp;&gt;p]:pt-0 [&amp;&gt;p]:mb-2 [&amp;&gt;p]:my-0\">\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">Pursue passion projects\u2014AI has eliminated technical and financial barriers to building things<\/p>\n<\/li>\n<\/ul>\n<p class=\"my-2 [&amp;+p]:mt-4 [&amp;_strong:has(+br)]:inline-block [&amp;_strong:has(+br)]:pb-2\">The author emphasizes this isn&#8217;t fearmongering, but a warning from someone watching the disruption unfold firsthand in the tech industry, urging readers to prepare before the transformation becomes obvious to everyone.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>This article, written by AI entrepreneur Matt Shumer, warns that artificial intelligence has reached a transformative moment comparable to the early days of COVID-19\u2014something most people still dismiss as overblown, but which is already disrupting knowledge work in profound ways. Fortune: Something big is happening in AI \u2014 and most people will be blindsided Think&#8230;<\/p>\n","protected":false},"author":1,"featured_media":6704,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[23,19,153],"tags":[],"class_list":["post-6493","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-must-read","category-technology"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/novus2.com\/righteouscause\/wp-content\/uploads\/2026\/02\/Something-big.png","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/posts\/6493","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/comments?post=6493"}],"version-history":[{"count":3,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/posts\/6493\/revisions"}],"predecessor-version":[{"id":6838,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/posts\/6493\/revisions\/6838"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/media\/6704"}],"wp:attachment":[{"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/media?parent=6493"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/categories?post=6493"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/novus2.com\/righteouscause\/wp-json\/wp\/v2\/tags?post=6493"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}