[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-oops-what-happened-the-great-ai-reverse-layoff-is-underway":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":152,"categories":216},{"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":18,"links":81,"view_type":84,"video_url":85,"views":86,"likes":87,"lang":88,"comments_count":87,"category":89},"🤦‍♀️ Oops, What Happened? The Great AI Reverse Layoff is Underway","For the past few years, a chorus of tech executives promised a glorious, automated future where 'smart' AI solutions would handle the grunt work, making human employees—especially those in administrative or routine roles—redundant. Companies enthusiastically swung the axe, replacing people with pixels in the name of efficiency.",". When companies replaced a \"role,\" they lost all the surrounding human context and problem-solving ability that the AI simply couldn't replicate.","In the initial cost-benefit analysis, the math was simple: human salary > AI subscription. But the true cost of integration was consistently underestimated.","\u003Cp>For the past few years, a chorus of tech executives promised a glorious, automated future where 'smart' AI solutions would handle the grunt work, making human employees - especially those in administrative or routine roles - redundant. Companies enthusiastically swung the axe, replacing people with pixels in the name of efficiency.\u003C/p>\n\n\u003Cp>Now, a fascinating new trend is emerging: \u003Cstrong>the boomerang employee.\u003C/strong>\u003C/p>\n\n\u003Cp>Companies are quietly beginning to rehire the very workers they laid off in the rush to embrace artificial intelligence. According to new data from \u003Ca href=\"https://www.techspot.com/news/110139-new-data-shows-companies-rehiring-former-employees-ai.html\">\u003Cstrong>Visier\u003C/strong>\u003C/a>, a leader in people analytics, a significant 5.3% of laid-off workers have already returned to their former employers. It turns out the shiny new AI wasn't the "universal soldier" promised in the glossy pitch decks.\u003C/p>\n\n\u003Cp>\u003Cstrong>\u003Cimg alt=\"\" class=\"image-align-right\" height=\"350\" src=\"https://quasa.io/storage/photos/00/Gemini_Generated_Image_fa4mjvfa4mjvfa4m (1).jpg\" width=\"350\" />The reality check is hitting corporate bottom lines, forcing a humbling, three-part admission:\u003C/strong>\u003C/p>\n\n\u003Ch3>1. AI Automates Tasks, Not Professions\u003C/h3>\n\n\u003Cp>The core error was a fundamental misunderstanding of knowledge work. AI is exceptional at automating discrete, repetitive \u003Cstrong>tasks\u003C/strong>—summarizing documents, generating draft code, classifying data. But a \u003Cstrong>profession\u003C/strong> is a complex web of judgment, collaboration, communication, and tacit knowledge.\u003C/p>\n\n\u003Cp>While an AI can write a mediocre marketing email in seconds, it cannot manage the political dynamics of a team, navigate a client's unspoken needs, or use human intuition to troubleshoot a crisis. When companies replaced a "role," they lost all the surrounding human context and problem-solving ability that the AI simply couldn't replicate.\u003C/p>\n\n\u003Ch3>2. Integration is Pricier Than the Excel Sheet Promised\u003C/h3>\n\n\u003Cp>\u003Cimg alt=\"\" class=\"image-align-left\" height=\"169\" src=\"https://quasa.io/storage/photos/00/image - 2025-11-12T163908.084.jpg\" width=\"300\" />In the initial cost-benefit analysis, the math was simple: human salary \u003Cstrong>>\u003C/strong> AI subscription. But the true cost of integration was consistently underestimated.\u003C/p>\n\n\u003Cp>Implementing AI at scale requires expensive data scientists, constant monitoring, ongoing training to prevent model drift, and custom API development to link systems. What looked like a simple annual subscription turned into a complex, multi-year IT transformation project, often costing more than the salaries it was supposed to replace.\u003C/p>\n\n\u003Ch3>3. Without Humans, the Whole System Stalls\u003C/h3>\n\n\u003Cp>The most painful realization is that AI doesn't thrive in a vacuum. It needs human "glue" to connect different automated processes, interpret ambiguous results, and - critically - fix things when they break.\u003C/p>\n\n\u003Cp>As one industry observer noted, the process quickly devolves into chaos: a sudden dip in customer satisfaction, a crucial financial report with inexplicable errors, or a failed system update. In these moments, only the human employee who helped build and maintain the system has the institutional knowledge to save the day.\u003C/p>\n\n\u003Cp>This corporate journey can be perfectly summarized in the \u003Cstrong>Three Stages of AI Acceptance:\u003C/strong>\u003C/p>\n\n\u003Cp>\u003Cimg alt=\"\" height=\"53\" src=\"https://quasa.io/storage/photos/00/2025-11-12_16-31-58.jpg\" width=\"400\" />\u003C/p>\n\n\u003Cp>The return of the boomerang employees marks a major turning point. It's not a failure of AI technology itself, but a powerful lesson in the irreplaceable value of human expertise, judgment, and the high cost of institutional knowledge - the kind that no large language model can truly replicate.\u003C/p>\n\n\u003Cp>Also read:\u003C/p>\n\n\u003Cul>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/young-minds-still-hopeful-global-trends-in-master-s-degree-enrollment\">Young Minds Still Hopeful: Global Trends in Master’s Degree Enrollment\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/kevin-kelly-on-the-audience-of-one-ai-and-the-joy-of-solitary-creation\">Kevin Kelly on the Audience of One: AI and the Joy of Solitary Creation\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/the-harsh-reality-of-u-s-startup-survival-only-the-resilient-endure\">The Harsh Reality of U.S. Startup Survival: Only the Resilient Endure\u003C/a>\u003C/li>\n\t\u003Cli>\u003Ca href=\"https://quasa.io/media/ask-your-question-to-ten-ai-models-simultaneously-with-this-game-changing-tool\">Ask Your Question to Ten AI Models Simultaneously with This Game-Changing Tool\u003C/a>\u003C/li>\n\u003C/ul>\n\n\u003Cp>Thank you!\u003C/p>\n\n\u003Cp>Author: Slava Vasipenok\u003C/p>","oops-what-happened-the-great-ai-reverse-layoff-is-underway","2025-11-12T15:39:57.000000Z","2025-11-18T03:31:00.000000Z","18.11.2025",{"image":82,"thumb":83},"https://quasa.io/storage/images/news/p2fvLu9qYOnWb7xZcReLBDVePmnV8xMDi4b8YlfQ.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/p2fvLu9qYOnWb7xZcReLBDVePmnV8xMDi4b8YlfQ.jpg","small",null,777,0,"en",{"id":18,"title":19,"slug":20,"meta_title":90,"meta_description":91,"meta_keywords":92,"deleted_at":85,"created_at":93,"updated_at":94,"lang":88},"Quasa Media's blog about Growth Hacking in action","Exclusive life hacks on how to choose a career and be productive in any job.","Freelance, business, startup, Survive As a Freelance Developer","2021-09-03T20:21:41.000000Z","2024-08-25T15:40:14.000000Z",[96,109,120,130,141],{"title":97,"description":98,"slug":99,"created_at":100,"publish_at":101,"formatted_created_at":102,"category":103,"links":104,"view_type":84,"video_url":85,"views":107,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Market Sizing in Minutes: How Claude AI Just Turned TAM, SAM, and SOM Analysis into a 2-Minute Superpower","For years, calculating Total Addressable Market (TAM), Serviceable Addressable Market (SAM), and Serviceable Obtainable Market (SOM) was one of the most tedious parts of any strategy, pitch deck, or go-to-market plan.","market-sizing-in-minutes-how-claude-ai-just-turned-tam-sam-and-som-analysis-into-a-2-minute-superpower","2026-03-28T18:02:11.000000Z","2026-04-11T03:52:00.000000Z","11.04.2026",{"title":19,"slug":20},{"image":105,"thumb":106},"https://quasa.io/storage/images/news/WqSZ1w4RUZJdakkDj5L1v09G7bkmNxCVAU244BAb.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/WqSZ1w4RUZJdakkDj5L1v09G7bkmNxCVAU244BAb.jpg",70,false,{"title":110,"description":111,"slug":112,"created_at":113,"publish_at":113,"formatted_created_at":114,"category":115,"links":116,"view_type":84,"video_url":85,"views":119,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Marble 1.1 — World Labs Just Made Their World Model Significantly Better","World Labs has released a meaningful update to its generative world model: Marble 1.1 and a new, more powerful variant called Marble 1.1 Plus.","marble-1-1-world-labs-just-made-their-world-model-significantly-better","2026-04-10T19:22:07.000000Z","10.04.2026",{"title":43,"slug":44},{"image":117,"thumb":118},"https://quasa.io/storage/images/news/Klmcbo6URuD0uYTxZn4aR9x8zl98NpFfsdMHTGHw.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Klmcbo6URuD0uYTxZn4aR9x8zl98NpFfsdMHTGHw.jpg",432,{"title":121,"description":122,"slug":123,"created_at":124,"publish_at":124,"formatted_created_at":114,"category":125,"links":126,"view_type":84,"video_url":85,"views":129,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"Unmasking Runway Characters: The Unexpected Rise of the Real-Time Avatar","The generative AI landscape is moving so fast it's sometimes hard to keep up. But just when we thought we knew what to expect from major players like Runway, they dropped a curveball: Runway Characters.","unmasking-runway-characters-the-unexpected-rise-of-the-real-time-avatar","2026-04-10T19:04:45.000000Z",{"title":58,"slug":63},{"image":127,"thumb":128},"https://quasa.io/storage/images/news/Lxi7mPfuvku81DkTvlELBfErpx8nbus6cXvBCWMk.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Lxi7mPfuvku81DkTvlELBfErpx8nbus6cXvBCWMk.jpg",396,{"title":131,"description":132,"slug":133,"created_at":134,"publish_at":134,"formatted_created_at":114,"category":135,"links":136,"view_type":84,"video_url":85,"views":139,"likes":140,"lang":88,"comments_count":87,"is_pinned":108},"Claude Mythos Just Broke Cybersecurity: The AI That Finds Vulnerabilities Better Than Most Human Hackers","Anthropic has quietly unleashed something terrifyingly powerful — and then immediately locked it away.","claude-mythos-just-broke-cybersecurity-the-ai-that-finds-vulnerabilities-better-than-most-human-hackers","2026-04-10T15:10:28.000000Z",{"title":43,"slug":44},{"image":137,"thumb":138},"https://quasa.io/storage/images/news/mzgaJsOkQfbcba4vvmQXFniw06VALNMRRGcRLVXF.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/mzgaJsOkQfbcba4vvmQXFniw06VALNMRRGcRLVXF.jpg",635,1,{"title":142,"description":143,"slug":144,"created_at":145,"publish_at":146,"formatted_created_at":114,"category":147,"links":148,"view_type":84,"video_url":85,"views":151,"likes":87,"lang":88,"comments_count":87,"is_pinned":108},"China’s Five-Year Plans Strike Again: How Centralized Vision and Competitive Freedom Are Powering the Next Frontier of Brain-Computer Interfaces","In an era of breakneck technological change, China’s much-maligned five-year planning system is proving surprisingly effective. Far from the rigid, top-down micromanagement of the Soviet era, Beijing’s modern industrial strategies deliberately avoid over-specifying every detail.","china-s-five-year-plans-strike-again-how-centralized-vision-and-competitive-freedom-are-powering-the-next-frontier-of-brain-computer-interfaces","2026-03-28T17:45:42.000000Z","2026-04-10T11:36:00.000000Z",{"title":43,"slug":44},{"image":149,"thumb":150},"https://quasa.io/storage/images/news/9e878UicRgHXBtTQ74llERUUJHi9VJhY6RrS6GzZ.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/9e878UicRgHXBtTQ74llERUUJHi9VJhY6RrS6GzZ.jpg",678,[153,166,180,192,204],{"title":154,"description":155,"slug":156,"created_at":157,"publish_at":158,"formatted_created_at":159,"category":160,"links":161,"view_type":84,"video_url":85,"views":164,"likes":165,"lang":88,"comments_count":87,"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":162,"thumb":163},"https://quasa.io/storage/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://api.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",69410,2,{"title":167,"description":168,"slug":169,"created_at":170,"publish_at":171,"formatted_created_at":172,"category":173,"links":174,"view_type":177,"video_url":85,"views":178,"likes":179,"lang":88,"comments_count":87,"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":175,"thumb":176},"https://quasa.io/storage/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/45SvmdsTQbiyc3nxgbyHY1mpVbisYyub2BCHjqBL.jpg","large",69088,4,{"title":181,"description":182,"slug":183,"created_at":184,"publish_at":185,"formatted_created_at":186,"category":187,"links":188,"view_type":84,"video_url":85,"views":191,"likes":179,"lang":88,"comments_count":87,"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":189,"thumb":190},"https://quasa.io/storage/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://api.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",66879,{"title":193,"description":194,"slug":195,"created_at":196,"publish_at":197,"formatted_created_at":198,"category":199,"links":200,"view_type":84,"video_url":85,"views":203,"likes":165,"lang":88,"comments_count":140,"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":201,"thumb":202},"https://quasa.io/storage/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/gP8kiumBPpJmQv6SMieXiX1tDetx43VwFfO1P4Ca.jpg",41036,{"title":205,"description":206,"slug":207,"created_at":208,"publish_at":209,"formatted_created_at":210,"category":211,"links":212,"view_type":177,"video_url":85,"views":215,"likes":165,"lang":88,"comments_count":87,"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":213,"thumb":214},"https://quasa.io/storage/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg","https://api.quasa.io/thumbs/news-thumb/images/news/Wbx2NtS1CnTupgoQbpFMGspJ5jm4uob2hDOq33r0.jpg",40240,[217,218,219,220,221,222,223,224,225,226,227,228,229],{"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}]