{"id":3111,"date":"2026-03-28T05:25:00","date_gmt":"2026-03-28T12:25:00","guid":{"rendered":"https:\/\/www.wiki-living.com\/index.php\/2026\/03\/28\/this-ai-startup-is-chasing-a-matrix-style-vision-of-copy-and-paste-technology\/"},"modified":"2026-03-29T21:09:19","modified_gmt":"2026-03-30T04:09:19","slug":"this-ai-startup-is-chasing-a-matrix-style-vision-of-copy-and-paste-technology","status":"publish","type":"post","link":"https:\/\/www.wiki-living.com\/index.php\/2026\/03\/28\/this-ai-startup-is-chasing-a-matrix-style-vision-of-copy-and-paste-technology\/","title":{"rendered":"This AI startup is chasing a Matrix-style vision of &#8220;copy and paste&#8221; technology"},"content":{"rendered":"<p><br \/>\n<\/p>\n<div id=\"article-body\">\n<hr id=\"elk-55549df6-3fa5-4e65-8363-e0e03ae6b074\"\/>\n<p id=\"elk-4368d235-d4e3-433f-8c38-9038081c9577\">The growing overlap between cloud computing and artificial intelligence is impacting the way data centers operate, pushing the infrastructure toward faster, more flexible, and more energy-aware systems.<\/p>\n<p class=\"paywall\" aria-hidden=\"true\">As demand from 5G services, embedded applications, and connected devices continues to rise, operators are facing increasing pressure to handle heavy workloads without significantly increasing energy consumption.<\/p>\n<aside data-block-type=\"embed\" data-render-type=\"fte\" data-skip=\"dealsy\" data-widget-type=\"seasonal\" class=\"hawk-root\"\/>\n<p id=\"elk-4368d235-d4e3-433f-8c38-9038081c9577-2\">Energy consumption remains an ongoing concern as infrastructure expands to support real-time services across sectors such as healthcare, transportation and urban infrastructure.<\/p>\n<p><span class=\"article-continues-below block py-2 text-sm\">The article continues below <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" class=\"inline-block w-2.5 h-2.5 ml-2\" fill=\"currentColor\" preserveaspectratio=\"xMidYMid meet\" viewbox=\"0 0 1000 1000\"><path d=\"M1000 100L500 900 0 100h1000z\"\/><\/svg><\/span><\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pb-0 pt-2 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 !text-base uppercase sm:text-sm font-bold&#10;        \"><\/p>\n<p>            You might like it<br \/>\n        <\/span><\/p>\n<\/aside>\n<h2 id=\"mastering-data-centers-for-the-ai-era-3\">Mastering Data Centers for the AI \u200b\u200bEra<\/h2>\n<p id=\"elk-0fb1e44e-d315-48bb-868e-2565030f5507\">The industry&#8217;s focus is slowly shifting to how data centers fit into a broader digital environment rather than operating as standalone locations, and AI is increasingly becoming a part of how infrastructure is managed, especially in identifying problems before they escalate into service failures.<\/p>\n<p>Those pressures form part <em>Cloud Fusion: Master Data Centers for the AI \u200b\u200bEra<\/em> panel at MWC 2026, where Professor Dimitra Simeonidou joined the discussion.<\/p>\n<p>As an IEEE Fellow and director of the Smart Internet Lab at the University of Bristol, he brings a telecom perspective built on years of research into network dynamics and distributed systems.<\/p>\n<p>I wanted to know more about the topics raised, so I spoke with Professor Simeonidou about how he sees data centers evolving as cloud, AI, and telecommunications networks continue to converge.<\/p>\n<div id=\"slice-container-newsletterForm-articleInbodyContent-79Ug6oF6nxuo2sqX35XHbb\" class=\"slice-container newsletter-inbodyContent-slice newsletterForm-articleInbodyContent-79Ug6oF6nxuo2sqX35XHbb slice-container-newsletterForm\">\n<div data-hydrate=\"true\" class=\"newsletter-form__wrapper newsletter-form__wrapper--inbodyContent\">\n<div class=\"newsletter-form__container\">\n<section class=\"newsletter-form__top-bar\"\/>\n<section class=\"newsletter-form__main-section\">\n<p class=\"newsletter-form__strapline\">Sign up for the TechRadar Pro newsletter to get all the top news, ideas, features and guidance your business needs to succeed!<\/p>\n<\/section>\n<\/div>\n<\/div>\n<\/div>\n<figure class=\"van-image-figure inline-layout\" data-bordeaux-image-check=\"\" id=\"elk-403e2bac-b3ec-4be0-a5b0-6fc1026fb2c6\">\n<div class=\"image-full-width-wrapper\">\n<div class=\"image-widthsetter\" style=\"max-width:1428px;\">\n<p class=\"vanilla-image-block\" style=\"padding-top:113.73%;\"> <picture data-new-v2-image=\"true\"><source type=\"image\/webp\" srcset=\"https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-1200-80.jpg.webp 1200w, https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-1024-80.jpg.webp 1024w, https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-970-80.jpg.webp 970w, https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-650-80.jpg.webp 650w, https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-480-80.jpg.webp 480w, https:\/\/cdn.mos.cms.futurecdn.net\/bHjrxTX5kwHiSp37XLnALT-320-80.jpg.webp 320w\" sizes=\"(min-width: 1000px) 970px, calc(100vw - 40px)\"\/><\/picture><\/p>\n<\/div>\n<\/div><figcaption itemprop=\"caption description\" class=\" inline-layout\"><span class=\"credit\" itemprop=\"copyrightHolder\">(Photo credit: Dimitra Simeonidou)<\/span><\/figcaption><\/figure>\n<ul id=\"elk-c7ef36b7-a9ff-4457-9ccc-4f66e36a521b\">\n<li><strong>What are your thoughts on the data center of the future, from the perspective of a telecom professional? <\/strong><\/li>\n<\/ul>\n<p id=\"elk-d7faaeb7-55c5-4c5c-9f5a-6181e3714180\">The data center of the future will likely not be as isolated as we are used to. It is increasingly part of a wider digital environment where networks, edge computers and cloud platforms all work together.<\/p>\n<p>Over the past two decades, cloud computing has gradually changed the role of the data center, and only recently has AI begun to accelerate that change. What we are seeing now is a much closer relationship between computer infrastructure and telephone networks.<\/p>\n<p>Networks themselves are increasingly software-driven and programmable, meaning they can move data, workloads and services across a distributed environment with greater intelligence.<\/p>\n<aside data-component-name=\"Recirculation:ArticleRiver\" data-recirculation-type=\"inline\" data-mrf-recirculation=\"Trending Bar\" data-nosnippet=\"\" class=\"clear-both pb-0 pt-2 mb-4\">\n        <span class=\"&#10;            flex&#10;            after:content-[''] after:flex-1 after:ml-4 after:my-[0.7rem] after:border-t after:border-solid after:border-t-[#ccc]&#10;            before:content-[''] before:flex-1 before:mr-4 before:my-[0.7rem] before:border-t before:border-solid before:border-t-[#ccc]&#10;            font-article-heading pb-0 !text-base uppercase sm:text-sm font-bold&#10;        \"><\/p>\n<p>            What you can read next<br \/>\n        <\/span><\/p>\n<\/aside>\n<p>As AI applications continue to grow, data centers will also need to adapt. They will need to respond to changing demand, manage energy consumption carefully and support real-time applications in areas such as healthcare, mobility and smart infrastructure.<\/p>\n<p>From a telecom perspective, we are moving towards a world where networks and data centers operate as part of the same system rather than as completely separate layers of infrastructure. That is a fundamental change in the way digital infrastructure is designed and managed.<\/p>\n<ul id=\"elk-e05308af-3353-4db3-b207-4bddb7fd7a83\">\n<li><strong>He wants automated analytics and predictive analytics to be used for next-generation data centers. What real-world examples can you give of how things could have been done differently?<\/strong><\/li>\n<\/ul>\n<p id=\"elk-1e6a8b8a-c764-484c-a908-f010265cd649\">Automated and predictive analytics can truly change the way digital infrastructure is run.<\/p>\n<p>Currently, most data center and network operations are still working fine. Engineers often step in when something goes wrong, or when performance starts to slow down. AI-driven analytics will allow us to move towards predictive modeling.<\/p>\n<p>By analyzing large amounts of operational data such as traffic patterns, machine performance and environmental conditions, these systems can begin to identify early signs that something may be failing. That gives operators the opportunity to step in early, or in some cases automatically remove the workload from the entire infrastructure before anyone experiences an outage.<\/p>\n<p>Energy management is another area where this can make a real difference. Predictive systems can monitor usage and environmental data in real time and adjust cooling, workload and energy consumption as conditions change.<\/p>\n<p>Over time this leads to a more efficient infrastructure, which is more resilient and better able to adapt as demand changes.<\/p>\n<ul id=\"elk-2d86b337-c53b-494b-916c-406c08b05143\">\n<li><strong>It is amazing to think that the first commercial rollout of 5G happened in the same year as COVID-19 (2019). Almost seven years later and the 6G talks were already in full swing at MWC. What do you make of it and what are your thoughts on 5.5G?<\/strong><\/li>\n<\/ul>\n<p id=\"elk-16f11686-0289-4369-8986-04b3bc194419\">In telecoms it is common for research into the next generation of technology to begin long before the current one is fully implemented.<\/p>\n<p>5G is still developing and many of the capabilities that people are integrating with it are starting to appear in real-world applications. The concept of 5.5G is about extending what we already have, improving performance, enabling more advanced services and introducing more automation into the network.<\/p>\n<p>At the same time, work on 6G has begun, simply because telecommunications development cycles are so long.<\/p>\n<p>The exciting thing about 6G is that future networks won&#8217;t just provide connectivity. They will likely combine communication, hearing and computing in a more integrated way.<\/p>\n<p>Rather than focusing solely on speed, the real opportunity is to build networks that are smarter and more flexible, and better able to support the increasingly complex digital environment we are beginning to see.<\/p>\n<ul id=\"elk-e48fdcfb-0839-4bab-a8c0-728ec3f290ac\">\n<li><strong>Where do people stand in this discussion? With increasing communication will increase between humanoids and the universe.<\/strong><\/li>\n<\/ul>\n<p id=\"elk-e0804a1c-bf7e-4231-ba64-010ccc17a59a\">People will still be at the center of all this. It is true that a large amount of network traffic now comes from machines talking to other machines. Sensors, connected devices, automated systems and digital platforms are constantly exchanging information.<\/p>\n<p>In many ways what we once called the Internet of Things is growing into something broader and more complex.<\/p>\n<p>But people are still the ones who design these systems, set the goals and decide how they should work. As AI and automation are increasingly focused on telecommunications infrastructure and the data center, that human oversight is becoming more important than ever.<\/p>\n<p>We don&#8217;t need to build networks that work by themselves, we need to create systems that are smarter and more efficient while remaining transparent, responsive and tailored to people&#8217;s ultimate needs.<\/p>\n<hr id=\"elk-f4f672b5-64d0-4db8-b674-f741cd6866bd\"\/>\n<p id=\"elk-6a089ff0-ba2d-4a4e-9ee9-4ee3750076a8\"><em\/><em><strong>Follow TechRadar for Google news<\/strong><\/em>    again<em> <\/em><em><strong>add us as a favorite resource<\/strong><\/em><em>    to get our expert news, reviews, and opinions in your feed. Be sure to click the Follow button!<\/em><\/p>\n<p><em>And of course you can too <\/em><em><strong>follow TechRadar on TikTok<\/strong><\/em><em>    to get news, reviews, unboxings in video form, and get regular updates from us <\/em><em><strong>WhatsApp<\/strong><\/em><em>    again.<\/em><\/p>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>The growing overlap between cloud computing and artificial intelligence is impacting the way data centers operate, pushing the infrastructure toward faster, more flexible, and more energy-aware systems. As demand from 5G services, embedded applications, and connected devices continues to rise, operators are facing increasing pressure to handle heavy workloads without significantly increasing energy consumption. Energy [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":3112,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[27],"tags":[],"class_list":{"0":"post-3111","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-smart-home-gadgets"},"_links":{"self":[{"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/posts\/3111","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/comments?post=3111"}],"version-history":[{"count":1,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/posts\/3111\/revisions"}],"predecessor-version":[{"id":3113,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/posts\/3111\/revisions\/3113"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/media\/3112"}],"wp:attachment":[{"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/media?parent=3111"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/categories?post=3111"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.wiki-living.com\/index.php\/wp-json\/wp\/v2\/tags?post=3111"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}