[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"nav-categories":3,"article-there-s-a-humongous-problem-with-ai-models":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":92,"popular_news":159,"categories":230},{"title":72,"description":73,"meta_title":72,"meta_description":73,"meta_keywords":74,"text":75,"slug":76,"created_at":77,"publish_at":78,"formatted_created_at":79,"category_id":46,"links":80,"view_type":84,"video_url":82,"views":85,"likes":86,"lang":87,"comments_count":86,"category":88},"There’s a Humongous Problem With AI Models","A new study highlights a glaring hole in AI models' ability to learn new information: turns out, they can't!","Humongous Problem With AI Models, artificial intelligence","\u003Cp>Hello!\u003C/p>\n\n\u003Cp>A new study highlights a glaring hole in \u003Ca href=\"https://quasa.io/media/will-artificial-intelligence-gives-numerous-advantages-to-an-organization\">AI\u003C/a> models' ability to learn new information: turns out, they can't!\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-20/aidata-2.webp\" type=\"image/webp\">\u003Cimg alt=\"There’s a Humongous Problem With AI Models\" class=\"image-align-left\" height=\"183\" src=\"https://cdn.quasa.io/photos/foto-20/aidata-2.jpeg\" width=\"275\" />\u003C/picture>According to the study, conducted by a team of scientists at Canada's University of Alberta and published this week in the journal \u003Cem>Nature\u003C/em>, AI algorithms trained via deep learning — in short, \u003Ca href=\"https://quasa.io/media/what-are-the-benefits-and-risks-of-artificial-intelligence\">AI\u003C/a> models like large language models built by finding patterns in heaps of data — fail to work in "continual learning settings," or when new concepts are introduced to a model's existing training.\u003C/p>\n\n\u003Cp>In other words, if you want to teach an existing deep learning model something new, you'll likely have to retrain it from the ground up — otherwise, according to the research, the artificial neurons in their proverbial minds will sink to a value of zero. This results in a loss of "plasticity," or their ability to learn at all.\u003C/p>\n\n\u003Cp>"If you think of it like your brain, then it'll be like 90 percent of the neurons are dead," University of Alberta computer scientist and lead study author Shibhansh Dohare told \u003Cem>New Scientist\u003C/em>. "There's just not enough left for you to learn."\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-20/aidata-1.webp\" type=\"image/webp\">\u003Cimg alt=\"There’s a Humongous Problem With AI Models\" class=\"image-align-left\" height=\"170\" src=\"https://cdn.quasa.io/photos/foto-20/aidata-1.jpeg\" width=\"297\" />\u003C/picture>And training advanced AI models, as the researchers point out, is a cumbersome and wildly expensive process — making this a major financial obstacle for AI companies, which burn through a ton of cash as it is.\u003C/p>\n\n\u003Cp>"When the network is a large language model and the data are a substantial portion of the internet," reads the study, "then each retraining may cost millions of dollars in computation."\u003C/p>\n\n\u003Ch4>\u003Cstrong>Obstacles Course\u003C/strong>\u003C/h4>\n\n\u003Cp>This phenomenon of plasticity loss is also a major moat between current AI models and the imagined "artificial general intelligence," or a theoretical AI that would be considered generally as intelligent as humans.\u003C/p>\n\n\u003Cp>After all, in human terms, this would be like if we had to fully reboot our brains from scratch every time we took a new college course, lest we nuke most of our neurons.\u003C/p>\n\n\u003Cp>\u003Cpicture class=\"image-align-left\">\u003Csource srcset=\"https://cdn.quasa.io/photos/foto-20/aidata-8.webp\" type=\"image/webp\">\u003Cimg alt=\"There’s a Humongous Problem With AI Models\" class=\"image-align-left\" height=\"169\" src=\"https://cdn.quasa.io/photos/foto-20/aidata-8.jpg\" width=\"300\" />\u003C/picture>If there's any bright spot for \u003Ca href=\"https://quasa.io/media/artificial-intelligence-and-humans-as-partners-of-work-can-it-be-done\">AI \u003C/a>companies? Excitingly, the study authors were able to create an algorithm with the power to randomly revive certain damaged or "dead" AI neurons, which showed some success in countering the plasticity problem.\u003C/p>\n\n\u003Cp>Still, as it stands, a practical solution is still out of reach.\u003C/p>\n\n\u003Cp>"A solution to continual learning is literally a billion-dollar question," Dohare told \u003Cem>New Scientist\u003C/em>. "A real, comprehensive solution that would allow you to continuously update a model would reduce the cost of training these models significantly."\u003C/p>\n\n\u003Cp>Thank you!\u003Cbr />\nJoin us on social media!\u003Cbr />\nSee you! \u003C/p>","there-s-a-humongous-problem-with-ai-models","2024-10-14T13:54:11.000000Z","2024-10-14T12:30:00.000000Z","14.10.2024",{"image":81,"image_webp":82,"thumb":83,"thumb_webp":83},"https://cdn.quasa.io/images/news/n2zehPPHfF11e4ghl2nlCSFm6xlROmmVh6YVTPyf.webp",null,"https://cdn.quasa.io/thumbs/news-thumb/images/news/n2zehPPHfF11e4ghl2nlCSFm6xlROmmVh6YVTPyf.webp","small",1339,0,"en",{"id":46,"title":47,"slug":48,"meta_title":47,"meta_description":89,"meta_keywords":89,"deleted_at":82,"created_at":90,"updated_at":91,"lang":87},"Artificial Intelligence, ai, ml, machine learning, chatgpt, future","2024-09-22T08:08:27.000000Z","2024-09-23T12:49:38.000000Z",[93,108,120,133,146],{"title":94,"description":95,"slug":96,"created_at":97,"publish_at":98,"formatted_created_at":99,"category":100,"links":101,"view_type":84,"video_url":82,"views":106,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"GitHub’s AI Agent Tsunami: 275 Million Commits a Week, 14 Billion Projected for 2026 — And the Platform Is Starting to Crack","GitHub just hit numbers that would have sounded like science fiction twelve months ago.","github-s-ai-agent-tsunami-275-million-commits-a-week-14-billion-projected-for-2026-and-the-platform-is-starting-to-crack","2026-04-17T17:10:50.000000Z","2026-04-20T11:57:00.000000Z","20.04.2026",{"title":58,"slug":63},{"image":102,"image_webp":103,"thumb":104,"thumb_webp":105},"https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/XZTYmDGdaBEeRqB4Fv56AeOVoRtMa9PgoABzA3uj.webp",15,false,{"title":109,"description":110,"slug":111,"created_at":112,"publish_at":113,"formatted_created_at":99,"category":114,"links":115,"view_type":84,"video_url":82,"views":42,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Time’s Up for SaaS: Grow Faster or Disappear","The public markets have spoken — and the verdict is brutal. In early 2026, the software sector is in freefall. The Meritech Public SaaS Index has plunged 37% since the end of Q3 2025.","time-s-up-for-saas-grow-faster-or-disappear","2026-04-17T16:42:27.000000Z","2026-04-20T09:32:00.000000Z",{"title":31,"slug":32},{"image":116,"image_webp":117,"thumb":118,"thumb_webp":119},"https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Pgd6kFN0MEzRDCuMrQRslHnVu4QNjjMMfuhEgOWY.webp",{"title":121,"description":122,"slug":123,"created_at":124,"publish_at":125,"formatted_created_at":99,"category":126,"links":127,"view_type":84,"video_url":82,"views":132,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Twitter Dev Builds “Stukach-Claw” — An AI Snitch Bot That’s Already Reported 4,250 People to the IRS for Tax Jokes","A crypto trader and developer known as @camolNFT has gone viral after revealing he built an autonomous AI agent called OpenClaw (affectionately dubbed Stukach-Claw by Russian-speaking users) that actively hunts for “jokes” about tax evasion on social media and automatically files whistleblower reports with the IRS.","twitter-dev-builds-stukach-claw-an-ai-snitch-bot-that-s-already-reported-4-250-people-to-the-irs-for-tax-jokes","2026-04-17T12:09:57.000000Z","2026-04-20T06:06:00.000000Z",{"title":19,"slug":20},{"image":128,"image_webp":129,"thumb":130,"thumb_webp":131},"https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/Bknfo3h65dH5eqJ5coCdgVsAxMYJsDIOPyZplmaX.webp",46,{"title":134,"description":135,"slug":136,"created_at":137,"publish_at":138,"formatted_created_at":99,"category":139,"links":140,"view_type":84,"video_url":82,"views":145,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Baidu Drops ERNIE-Image: A Compact 8B Open-Source Text-to-Image Model That Tops the Charts","Baidu has just released ERNIE-Image — a new open-weight text-to-image generator that is already turning heads in the AI community.","baidu-drops-ernie-image-a-compact-8b-open-source-text-to-image-model-that-tops-the-charts","2026-04-17T11:57:35.000000Z","2026-04-20T03:44:00.000000Z",{"title":47,"slug":48},{"image":141,"image_webp":142,"thumb":143,"thumb_webp":144},"https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/1QiOJcmqi34aQvnRfCwi97GmGUD4JPEukbjf4csU.webp",60,{"title":147,"description":148,"slug":149,"created_at":150,"publish_at":150,"formatted_created_at":151,"category":152,"links":153,"view_type":84,"video_url":82,"views":158,"likes":86,"lang":87,"comments_count":86,"is_pinned":107},"Cloudflare Just Made Email a First-Class Citizen for AI Agents — And Traditional Email Services Are Feeling It","On April 17, 2026, Cloudflare quietly turned a long-standing dream into reality: it moved Email Service into public beta and added full Email Sending alongside the years-old Email Routing.","cloudflare-just-made-email-a-first-class-citizen-for-ai-agents-and-traditional-email-services-are-feeling-it","2026-04-19T18:41:05.000000Z","19.04.2026",{"title":43,"slug":44},{"image":154,"image_webp":155,"thumb":156,"thumb_webp":157},"https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.jpg","https://cdn.quasa.io/thumbs/news-thumb/images/news/BL8rqDdPh380Xfk5TP00aXBFWdOVXI5BUQ1TuSaC.webp",108,[160,173,189,201,216],{"title":161,"description":162,"slug":163,"created_at":164,"publish_at":165,"formatted_created_at":166,"category":167,"links":168,"view_type":84,"video_url":82,"views":171,"likes":172,"lang":87,"comments_count":86,"is_pinned":107},"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":169,"image_webp":82,"thumb":170,"thumb_webp":170},"https://cdn.quasa.io/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/mVsXPTMuHZuI7UXCsENgL1Qwp1uSOf7Rz3uVPMfm.webp",70923,2,{"title":174,"description":175,"slug":176,"created_at":177,"publish_at":178,"formatted_created_at":179,"category":180,"links":181,"view_type":186,"video_url":82,"views":187,"likes":188,"lang":87,"comments_count":86,"is_pinned":107},"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":182,"image_webp":183,"thumb":184,"thumb_webp":185},"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","large",70689,4,{"title":190,"description":191,"slug":192,"created_at":193,"publish_at":194,"formatted_created_at":195,"category":196,"links":197,"view_type":84,"video_url":82,"views":200,"likes":188,"lang":87,"comments_count":86,"is_pinned":107},"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":198,"image_webp":82,"thumb":199,"thumb_webp":199},"https://cdn.quasa.io/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp","https://cdn.quasa.io/thumbs/news-thumb/images/news/EOsQhSW3VXyG7a6NPdE1oZd00xfJXe3bjY5aJGb7.webp",68318,{"title":202,"description":203,"slug":204,"created_at":205,"publish_at":206,"formatted_created_at":207,"category":208,"links":209,"view_type":84,"video_url":82,"views":214,"likes":172,"lang":87,"comments_count":215,"is_pinned":107},"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":210,"image_webp":211,"thumb":212,"thumb_webp":213},"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",42287,1,{"title":217,"description":218,"slug":219,"created_at":220,"publish_at":221,"formatted_created_at":222,"category":223,"links":224,"view_type":186,"video_url":82,"views":229,"likes":172,"lang":87,"comments_count":86,"is_pinned":107},"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":225,"image_webp":226,"thumb":227,"thumb_webp":228},"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",41380,[231,232,233,234,235,236,237,238,239,240,241,242,243],{"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}]