{"id":274133,"date":"2026-01-08T13:34:11","date_gmt":"2026-01-08T13:34:11","guid":{"rendered":"https:\/\/www.europesays.com\/ie\/274133\/"},"modified":"2026-01-08T13:34:11","modified_gmt":"2026-01-08T13:34:11","slug":"capacity-constraints-the-big-challenge-for-ai-as-we-head-into-2026-the-irish-times","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ie\/274133\/","title":{"rendered":"Capacity constraints the big challenge for AI as we head into 2026 \u2013 The Irish Times"},"content":{"rendered":"<p class=\"c-paragraph paywall \">We\u2019ve always wanted to be able to predict what comes next. Our cultural history is littered with examples that seem to share one common theme: the sooner the prediction is due to come true, the more likely it is to be accurate.<\/p>\n<p class=\"c-paragraph paywall \">Few works illustrate that quite as much as Things to Come, Alexander Korda\u2019s 1936 film which was based on The Shape of Things to Come by HG Wells, with Wells also writing the screenplay.<\/p>\n<p class=\"c-paragraph paywall \">The film, which is beautifully shot, predicts the dominance of aerial bombardment in warfare. Wells and Korda didn\u2019t have to wait long to see this vision come to fruition in the most brutal of manners.<\/p>\n<p class=\"c-paragraph paywall \">The further the film proceeds,  however, the more it strays   from what actually happened. Korda and Wells predicted a device similar to a helicopter but closer to a rotocopter plane. Humanity visiting the moon was also predicted in the film, although Things to Come thought this wouldn\u2019t occur until 2036, never mind the far closer 1969.<\/p>\n<p class=\"c-paragraph paywall \">That\u2019s the problem with estimating what will come next with technological advancement. It\u2019s awfully similar to meteorology; the further into the future you predict, the more likely you are to be inaccurate or wholly wrong. And given the pace of technological change, where you are right or close to it, it tends to happen sooner than predicted.<\/p>\n<p class=\"c-paragraph b-it-article-body__interstitial-link\">[\u00a0<a aria-label=\"Open related story\" class=\"c-link\" href=\"https:\/\/www.irishtimes.com\/opinion\/2025\/12\/23\/eamon-ryan-ai-revolution-is-an-opportunity-for-ireland-and-the-planet\/\" rel=\"noreferrer nofollow noopener\" target=\"_blank\">The AI revolution is an opportunity for Ireland \u2013 and the planetOpens in new window<\/a>\u00a0]<\/p>\n<p class=\"c-paragraph paywall \">So let\u2019s look at the most obvious near-term impact first, <a href=\"https:\/\/www.irishtimes.com\/tags\/artificial-intelligence\/\" target=\"_self\" rel=\"nofollow noopener\" title=\"https:\/\/www.irishtimes.com\/tags\/artificial-intelligence\/\">artificial intelligence (AI)<\/a>. The movement from AI being a tool to a clear agentic actor, operating either autonomously or semi-autonomously, seems the safest bet to make for the year to come.<\/p>\n<p class=\"c-paragraph paywall \">How big that impact will be is going to depend an awful lot on people. For all the potential productivity gains out there, how ready institutions are to use AI is what will decide the nature of its impact.<\/p>\n<p class=\"c-paragraph paywall \">There\u2019s already a visible gap between the capability of the models out there and the ability of organisations to deploy them safely. One reason for this is the unnecessary rush by AI companies to iterate before the market has adapted to each new offering.<\/p>\n<p class=\"c-paragraph paywall \">That\u2019s probably one of the reasons why Michael Burry, made famous by the movie The Big Short, has bet heavily against AI businesses. They are burning capital in a race with each other when, in reality, a more measured approach would probably deliver a more stable and sustainable market.<\/p>\n<p class=\"c-paragraph paywall \">The other near-term certainty is increased strain on the very infrastructure we use both to advance technology and to work with it. There\u2019s already a shortage of Ram as so much of it is being used by AI companies.<\/p>\n<p class=\"c-paragraph paywall \">This reflects the increasing strain on the infrastructure required to power this technology. Pressure on power grids, water supplies and planning bottlenecks will present real issues for the widespread roll-out of the technology.<\/p>\n<p class=\"c-paragraph paywall \">Essentially, 2026 will be the year where physical constraints reassert themselves after more than a decade of advancement being software-led. The data centre explosion that came with the cloud has become more of an issue in the AI era.<\/p>\n<p class=\"c-paragraph paywall \">The pandemic and the delays to movement of chips gave us a look at what kind of impact that can have. Back then, it was electric cars and Playstations that dominated the discussions on shortages. In 2026, such shortages  could hit at every level of work and life given the increasing infrastructural pressures.<\/p>\n<p class=\"c-paragraph b-it-article-body__interstitial-link\">[\u00a0<a aria-label=\"Open related story\" class=\"c-link\" href=\"https:\/\/www.irishtimes.com\/opinion\/2025\/09\/04\/opinion-we-are-lecturers-in-trinity-college-we-see-it-as-our-responsibility-to-resist-ai\/\" rel=\"noreferrer nofollow noopener\" target=\"_blank\">We are lecturers in Trinity College Dublin. We see it as our responsibility to resist AIOpens in new window<\/a>\u00a0]<\/p>\n<p class=\"c-paragraph paywall \">This will have a mixed impact on cybersecurity. AI-based attacks will obviously increase, but potentially not at the rate that may have been predicted just a few years ago. Malicious actors will feel the same infrastructural squeeze that the rest of us do, although that will likely make them more inclined to target infrastructure as well in 2026.<\/p>\n<p class=\"c-paragraph paywall \">The companies looking to deliver advancements in the coming year are likely to face another human-led reality \u2013 the clear divide between how the US, the EU and China want to apply security and regulatory standards in the expanding digital world.<\/p>\n<p class=\"c-paragraph paywall \">The US already wants <a href=\"https:\/\/www.irishtimes.com\/tags\/tiktok\/\" target=\"_self\" rel=\"nofollow noopener\" title=\"https:\/\/www.irishtimes.com\/tags\/tiktok\/\">TikTok<\/a> to be regionalised in format for its users, while <a href=\"https:\/\/www.irishtimes.com\/world\/australia\/2025\/12\/10\/social-media-ban-for-children-aged-under-16-begins-in-australia\/\" target=\"_self\" rel=\"nofollow noopener\" title=\"https:\/\/www.irishtimes.com\/world\/australia\/2025\/12\/10\/social-media-ban-for-children-aged-under-16-begins-in-australia\/\">Australia\u2019s social media restrictions on minors<\/a> also point to a need for more localised approaches from global companies.<\/p>\n<p class=\"c-paragraph paywall \">Things to Come predicted a unified technocratic process to avoid all of this. That, for good and bad, hasn\u2019t come to pass. While the international nature of business and trade is more visible now, it\u2019s really only the visibility of those connections that has changed over time, rather than their depth.<\/p>\n<p class=\"c-paragraph paywall \">That\u2019s also why trying to be precise when looking into the future is a fool\u2019s errand. We have a good idea of what will happen in 2026, but it\u2019s what none of us sees coming that will likely be the biggest factor.<\/p>\n<p class=\"c-paragraph paywall \">Events outside the realm of technology will influence innovation. We need look no further back than the pandemic for that. The \u201cunknown unknowns\u201d, as [late former US secretary of defence] Donald Rumsfeld called them, will hold the most intrigue.<\/p>\n<p class=\"c-paragraph paywall \">Things to Come is available to watch free and legally on YouTube. It\u2019s an excellent piece of work that holds up well. It\u2019s worth watching for its quality alone but also to see just how easily we can be foolish in our expectations for what lies ahead.<\/p>\n","protected":false},"excerpt":{"rendered":"We\u2019ve always wanted to be able to predict what comes next. Our cultural history is littered with examples&hellip;\n","protected":false},"author":2,"featured_media":274134,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[261],"tags":[291,289,290,982,444,18,15912,19,17,1114,82,1150],"class_list":{"0":"post-274133","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-artificial-intelligence","8":"tag-ai","9":"tag-artificial-intelligence","10":"tag-artificialintelligence","11":"tag-cybersecurity","12":"tag-data-centres","13":"tag-eire","14":"tag-energy-crisis","15":"tag-ie","16":"tag-ireland","17":"tag-social-media","18":"tag-technology","19":"tag-tiktok"},"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@ie\/115859741943898359","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/274133","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/comments?post=274133"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/posts\/274133\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media\/274134"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/media?parent=274133"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/categories?post=274133"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ie\/wp-json\/wp\/v2\/tags?post=274133"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}