[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-the-scariest-fact-about-today-s-ai-models-even-top-scientists-admit-it":70},{"data":4},[5,37,57,64],{"name":6,"slug":7,"categories":8},"Productivity","productivity",[9,13,17,21,25,29,33],{"id":10,"title":11,"slug":12},17,"Branding","branding",{"id":14,"title":15,"slug":16},19,"Marketing","marketing",{"id":18,"title":19,"slug":20},20,"Work","work",{"id":22,"title":23,"slug":24},34,"Community","community",{"id":26,"title":27,"slug":28},21,"For newbies","for-newbies",{"id":30,"title":31,"slug":32},24,"Investment","investment",{"id":34,"title":35,"slug":36},22,"Finance","finance",{"name":38,"slug":39,"categories":40},"Tech","tech",[41,45,49,53],{"id":42,"title":43,"slug":44},28,"Technology","technology",{"id":46,"title":47,"slug":48},32,"Artificial Intelligence","artificial-intelligence",{"id":50,"title":51,"slug":52},26,"Security and protection","security-and-protection",{"id":54,"title":55,"slug":56},31,"YouTube Blog","youtube-blog",{"name":58,"slug":59,"categories":60},"News","news",[61],{"id":62,"title":58,"slug":63},18,"quasanews",{"name":65,"slug":66,"categories":67},"Business","business",[68],{"id":69,"title":65,"slug":66},16,{"post":71,"published_news":95,"popular_news":150,"categories":220},{"title":72,"description":73,"meta_title":72,"meta_description":74,"meta_keywords":75,"text":76,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category_id":46,"links":81,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"category":91},"The Scariest Fact About Today’s AI Models (Even Top Scientists Admit It)","Every single one of these breakthroughs was unplanned. Researchers weren’t targeting them. They were just scaling models, adding more compute and data, and suddenly new superpowers appeared — like magic.","Even the world’s leading AI researchers understand only 1% to 5% of what’s really happening inside the biggest models.","Here are the most striking examples of emergent abilities — capabilities that suddenly showed up as models scaled up","\u003Cp>\u003Cstrong>Here’s something that still blows the minds of people who actually build these systems:\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180013709.webp\" type=\"image/webp\">\u003Cimg alt=\"The Scariest Fact About Today’s AI Models (Even Top Scientists Admit It)\" class=\"image-align-left\" height=\"372\" src=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180013709.jpg\" width=\"250\" />\u003C/picture>Even the world’s leading AI researchers understand only \u003Cstrong>1% to 5%\u003C/strong> of what’s really happening inside the biggest models.\u003C/p>\n\n\u003Cp>Ask any frontier lab scientist (or just ask GPT-4o/Claude 3.5 — they’ll honestly confirm it). We know the training data, the architecture, the loss function… but once the model is trained, the internal mechanisms that produce its intelligence remain largely a black box.\u003C/p>\n\n\u003Cp>And the craziest part? The most impressive abilities of modern AI didn’t come from deliberate engineering. They \u003Cstrong>emerged\u003C/strong> — completely unexpectedly — simply because we kept making the models bigger and trained them on more data.\u003C/p>\n\n\u003Cp>No one sat down and said “let’s teach the model to do math.”\u003Cbr />\nNo one wrote special code to make it reason step-by-step.\u003Cbr />\nNo one explicitly trained it to understand sarcasm or plan like an agent.\u003C/p>\n\n\u003Cp>It just… started happening.\u003C/p>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Five Abilities That Appeared “By Accident”\u003C/strong>\u003C/h4>\n\n\u003Cp>Here are the most striking examples of \u003Cstrong>emergent abilities\u003C/strong> — capabilities that suddenly showed up as models scaled up:\u003C/p>\n\n\u003Cp>\u003Cstrong>1. In-Context Learning (2020)\u003C/strong>\u003Cbr />\nSmall models could barely do anything new without fine-tuning.\u003Cbr />\nThen GPT-3 arrived. Suddenly it could solve arithmetic, translate languages, answer complex questions, and even follow new tasks — all just from the prompt description. No extra training required. It learned “on the fly.” No one saw that coming.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-right\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180011958.webp\" type=\"image/webp\">\u003Cimg alt=\"The Scariest Fact About Today’s AI Models (Even Top Scientists Admit It)\" class=\"image-align-right\" height=\"447\" src=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180011958.jpg\" width=\"300\" />\u003C/picture>\u003Cstrong>2. Chain-of-Thought Reasoning (2022)\u003C/strong>\u003Cbr />\nTiny models either refused to think step-by-step or produced total nonsense.\u003Cbr />\nBigger models (PaLM, then GPT-4 class) dramatically improved at math, logic, and puzzles the moment researchers simply added “Let’s think step by step” to the prompt. Performance jumped by orders of magnitude. Pure emergence.\u003C/p>\n\n\u003Cp>\u003Cstrong>3. Writing & Debugging Real Code (2023)\u003C/strong>\u003Cbr />\nEarly models spat out short, buggy snippets that barely ran.\u003Cbr />\nGPT-4 started writing production-level code, spotting bugs, suggesting fixes, and even explaining its own logic like a senior engineer. What used to require hours of human debugging now happens in seconds.\u003C/p>\n\n\u003Cp>\u003Cstrong>4. Multi-Step Planning & Agentic Behavior (2024–2025)\u003C/strong>\u003Cbr />\nSmall models couldn’t keep a plan in their “head” for more than a couple of steps.\u003Cbr />\nThen came OpenAI’s o1 series and Claude 3/4. These models began creating detailed, long-horizon strategies, adjusting plans when things went wrong, and acting like true autonomous agents. The jump was so sharp it felt like the model woke up.\u003C/p>\n\n\u003Cp>\u003Cstrong>5. Understanding Humor, Nuance & Subtext (2023–2024)\u003C/strong>\u003Cbr />\nSmall models were painfully literal. Sarcasm, irony, cultural references, and complex instructions flew right over their heads.\u003Cbr />\nGPT-4 and Claude 3 suddenly started catching tone, jokes, double meanings, and subtle instructions almost at human level. They went from robotic to… weirdly human.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-ai-compute-chokepoint-welcome-to-the-strait-of-hormuz-for-silicon-and-power\">The AI Compute Chokepoint: Welcome to the Strait of Hormuz for Silicon and Power\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/this-ai-will-tell-you-exactly-how-attractive-you-are-and-it-only-takes-25-seconds\">This AI Will Tell You Exactly How Attractive You Are — And It Only Takes 25 Seconds\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/phota-studio-the-new-ai-photo-lab-that-actually-remembers-your-face\">Phota Studio: The New AI “Photo Lab” That Actually Remembers Your Face\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Chr />\n\u003Ch4>\u003Cstrong>Why This Matters\u003C/strong>\u003C/h4>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180015458.webp\" type=\"image/webp\">\u003Cimg alt=\"The Scariest Fact About Today’s AI Models (Even Top Scientists Admit It)\" class=\"image-align-left\" height=\"298\" src=\"https://cdn.quasa.io/photos/00/image-2026-04-10t180015458.jpg\" width=\"200\" />\u003C/picture>Every single one of these breakthroughs was \u003Cstrong>unplanned\u003C/strong>. Researchers weren’t targeting them. They were just scaling models, adding more compute and data, and suddenly new superpowers appeared — like magic.\u003C/p>\n\n\u003Cp>This is what makes current AI so unsettling (and exciting). We are not building intelligence piece by piece. We are growing something whose internal workings we barely understand — and every time we make it bigger, it reveals abilities we didn’t even know to ask for.\u003C/p>\n\n\u003Cp>We are living in the middle of the biggest uncontrolled experiment in intelligence humanity has ever run.\u003C/p>\n\n\u003Cp>And we still only understand 1–5% of what’s going on inside the box.\u003C/p>\n\n\u003Cp>The next leap isn’t going to be something we carefully design.\u003Cbr />\nIt’s going to be something the model just… decides to do one day when it gets big enough.\u003C/p>\n\n\u003Cp>Buckle up. The black box is getting smarter faster than we can open it.\u003C/p>","the-scariest-fact-about-today-s-ai-models-even-top-scientists-admit-it","2026-04-10T16:01:41.000000Z","2026-04-13T09:55:00.000000Z","13.04.2026",{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},"https://cdn.quasa.io/images/news/grQ3piX3mRyTdkE46pdfBcPhkB2Z6XV7NktKS13k.jpg","https://cdn.quasa.io/images/news/grQ3piX3mRyTdkE46pdfBcPhkB2Z6XV7NktKS13k.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/grQ3piX3mRyTdkE46pdfBcPhkB2Z6XV7NktKS13k.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/grQ3piX3mRyTdkE46pdfBcPhkB2Z6XV7NktKS13k.webp","small",null,33,0,"en",{"id":46,"title":47,"slug":48,"meta_title":47,"meta_description":92,"meta_keywords":92,"deleted_at":87,"created_at":93,"updated_at":94,"lang":90},"Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2024-09-23T12:49:38.000000Z",[96,109,121,124,137],{"title":97,"description":98,"slug":99,"created_at":100,"publish_at":100,"formatted_created_at":80,"category":101,"links":102,"view_type":107,"video_url":87,"views":10,"likes":89,"lang":90,"comments_count":89,"is_pinned":108},"5 Best AI Video Generators to Create Viral Videos in 2026","Discover the 5 best AI video generator tools in 2026, including Pollo AI, Vidu AI, Luma AI, Seedance 2.0, and Runway. 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It was necessary, but it sucked the life out of my day.","how-i-automated-my-basic-marketing-tasks-with-ai-and-4x-d-my-efficiency","2026-04-10T16:25:49.000000Z","2026-04-13T11:15:00.000000Z",{"title":19,"slug":20},{"image":117,"image_webp":118,"thumb":119,"thumb_webp":120},"https://cdn.quasa.io/images/news/K8Ny6XKxqndaPMAb6bVEOd7P3FajpGzdnfBSYA20.jpg","https://cdn.quasa.io/images/news/K8Ny6XKxqndaPMAb6bVEOd7P3FajpGzdnfBSYA20.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/K8Ny6XKxqndaPMAb6bVEOd7P3FajpGzdnfBSYA20.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/K8Ny6XKxqndaPMAb6bVEOd7P3FajpGzdnfBSYA20.webp",{"title":72,"description":73,"slug":77,"created_at":78,"publish_at":79,"formatted_created_at":80,"category":122,"links":123,"view_type":86,"video_url":87,"views":88,"likes":89,"lang":90,"comments_count":89,"is_pinned":108},{"title":47,"slug":48},{"image":82,"image_webp":83,"thumb":84,"thumb_webp":85},{"title":125,"description":126,"slug":127,"created_at":128,"publish_at":129,"formatted_created_at":80,"category":130,"links":131,"view_type":86,"video_url":87,"views":136,"likes":89,"lang":90,"comments_count":89,"is_pinned":108},"The Era of Easy Money in Crypto Is Over — Here’s What 500 Years of Bubbles Teach Us","History doesn’t repeat, but it rhymes. And one of its favorite rhymes is the speculative boom — that intoxicating period when anyone with an internet connection (or a ship ticket) can get rich quick. Then, just as predictably, the music stops.","the-era-of-easy-money-in-crypto-is-over-here-s-what-500-years-of-bubbles-teach-us","2026-04-10T15:51:47.000000Z","2026-04-13T06:49:00.000000Z",{"title":31,"slug":32},{"image":132,"image_webp":133,"thumb":134,"thumb_webp":135},"https://cdn.quasa.io/images/news/D7EzSu1StGg5jWQslvYTor0d8x8HXaoaBJgrM5Rs.jpg","https://cdn.quasa.io/images/news/D7EzSu1StGg5jWQslvYTor0d8x8HXaoaBJgrM5Rs.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/D7EzSu1StGg5jWQslvYTor0d8x8HXaoaBJgrM5Rs.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/D7EzSu1StGg5jWQslvYTor0d8x8HXaoaBJgrM5Rs.webp",49,{"title":138,"description":139,"slug":140,"created_at":141,"publish_at":142,"formatted_created_at":80,"category":143,"links":144,"view_type":86,"video_url":87,"views":149,"likes":89,"lang":90,"comments_count":89,"is_pinned":108},"Claude Mythos Just Gave One Company Government-Level Cyber Weapons — And It’s Only April 2026","Anthropic didn’t just release another model. They quietly built something that changes the balance of power in cyberspace forever.","claude-mythos-just-gave-one-company-government-level-cyber-weapons-and-it-s-only-april-2026","2026-04-10T15:24:21.000000Z","2026-04-13T03:15:00.000000Z",{"title":43,"slug":44},{"image":145,"image_webp":146,"thumb":147,"thumb_webp":148},"https://cdn.quasa.io/images/news/FRuB4oiemeOMdcum3Cw0RP9Bx2NzlrjP9ot27xj4.jpg","https://cdn.quasa.io/images/news/FRuB4oiemeOMdcum3Cw0RP9Bx2NzlrjP9ot27xj4.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/FRuB4oiemeOMdcum3Cw0RP9Bx2NzlrjP9ot27xj4.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/FRuB4oiemeOMdcum3Cw0RP9Bx2NzlrjP9ot27xj4.webp",72,[151,164,179,191,206],{"title":152,"description":153,"slug":154,"created_at":155,"publish_at":156,"formatted_created_at":157,"category":158,"links":159,"view_type":86,"video_url":87,"views":162,"likes":163,"lang":90,"comments_count":89,"is_pinned":108},"The Anatomy of an Entrepreneur","Entrepreneur is a French word that means an enterpriser. Enterprisers are people who undertake a business or enterprise with the chance of earning profits or suffering from loss.","the-anatomy-of-an-entrepreneur","2021-08-04T15:18:21.000000Z","2025-12-14T06:09:00.000000Z","14.12.2025",{"title":65,"slug":66},{"image":160,"image_webp":87,"thumb":161,"thumb_webp":161},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70030,2,{"title":165,"description":166,"slug":167,"created_at":168,"publish_at":169,"formatted_created_at":170,"category":171,"links":172,"view_type":107,"video_url":87,"views":177,"likes":178,"lang":90,"comments_count":89,"is_pinned":108},"Advertising on QUASA","QUASA MEDIA is read by more than 400 thousand people a month. We offer to place your article, add a link or order the writing of an article for publication.","advertising-on-quasa","2022-07-06T07:33:02.000000Z","2025-12-15T17:33:02.000000Z","15.12.2025",{"title":58,"slug":63},{"image":173,"image_webp":174,"thumb":175,"thumb_webp":176},"https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.webp",69775,4,{"title":180,"description":181,"slug":182,"created_at":183,"publish_at":184,"formatted_created_at":185,"category":186,"links":187,"view_type":86,"video_url":87,"views":190,"likes":178,"lang":90,"comments_count":89,"is_pinned":108},"What is a Startup?","A startup is not a new company, not a tech company, nor a new tech company. You can be a new tech company, if your goal is not to grow high and fast; then, you are not a startup. ","what-is-a-startup","2021-08-04T12:05:17.000000Z","2025-12-17T13:02:00.000000Z","17.12.2025",{"title":65,"slug":66},{"image":188,"image_webp":87,"thumb":189,"thumb_webp":189},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",67440,{"title":192,"description":193,"slug":194,"created_at":195,"publish_at":196,"formatted_created_at":197,"category":198,"links":199,"view_type":86,"video_url":87,"views":204,"likes":163,"lang":90,"comments_count":205,"is_pinned":108},"Top 5 Tips to Make More Money as a Content Creator","Content creators are one of the most desired job titles right now. Who wouldn’t want to earn a living online?","top-5-tips-to-make-more-money-as-a-content-creator","2022-01-17T17:31:51.000000Z","2026-01-17T11:30:00.000000Z","17.01.2026",{"title":19,"slug":20},{"image":200,"image_webp":201,"thumb":202,"thumb_webp":203},"https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.webp",41487,1,{"title":207,"description":208,"slug":209,"created_at":210,"publish_at":211,"formatted_created_at":212,"category":213,"links":214,"view_type":107,"video_url":87,"views":219,"likes":163,"lang":90,"comments_count":89,"is_pinned":108},"8 Logo Design Tips for Small Businesses","Your logo tells the story of your business and the values you stand for.","8-logo-design-tips-for-small-businesses","2021-12-04T21:59:52.000000Z","2025-05-05T03:30:00.000000Z","05.05.2025",{"title":15,"slug":16},{"image":215,"image_webp":216,"thumb":217,"thumb_webp":218},"https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.webp",40642,[221,222,223,224,225,226,227,228,229,230,231,232,233],{"title":23,"slug":24},{"title":47,"slug":48},{"title":55,"slug":56},{"title":43,"slug":44},{"title":51,"slug":52},{"title":31,"slug":32},{"title":35,"slug":36},{"title":27,"slug":28},{"title":19,"slug":20},{"title":15,"slug":16},{"title":58,"slug":63},{"title":11,"slug":12},{"title":65,"slug":66}]