{"id":254183,"date":"2023-10-12T07:45:50","date_gmt":"2023-10-12T11:45:50","guid":{"rendered":"https:\/\/sftarticles.wpenginepowered.com\/es\/?p=310084"},"modified":"2025-07-01T17:59:25","modified_gmt":"2025-07-02T00:59:25","slug":"ai-electricity-consumption-is-about-to-equal-total-energy-consumption-of-the-whole-of-ireland","status":"publish","type":"post","link":"https:\/\/cms-articles.softonic.io\/en\/ai-electricity-consumption-is-about-to-equal-total-energy-consumption-of-the-whole-of-ireland\/","title":{"rendered":"The electricity consumption of AI is about to equal the total energy consumption of entire Ireland"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">We hear many concerns about <a href=\"https:\/\/en.softonic.com\/articles\/metaverses-are-not-so-fashionable-now-ai-are-the-number-1-priority-of-companies\" target=\"_blank\" rel=\"noopener\" title=\"\">the new wave of generative AI<\/a>, from the human jobs it could replace to its potential for creating misinformation and hacks.<\/p>\n\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" alt=\"ChatGPT\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-s\/p\/47ef1772-2a82-4750-b97a-354b13dbd112\/3647786732\/chatgpt-ChatGPT-icon.png\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">ChatGPT<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/chatgpt.en.softonic.com\/iphone\" target=\"_self\" rel=\"noopener noreferrer\">DOWNLOAD<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        <svg class=\"rating-score__content\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" x=\"0\" y=\"0\" viewbox=\"0 0 50 50\" enable-background=\"new 0 0 50 50\" xml:space=\"preserve\"><path class=\"rating-score__background rating-score--good\" fill=\"none\" stroke-width=\"6\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><path class=\"rating-score__value rating-score__value--0\" fill=\"none\" stroke-width=\"6\" stroke-dashoffset=\"0\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><text class=\"rating-score__number\" content=\"\" text-anchor=\"middle\" transform=\"matrix(1 0 0 1 25 31.0837)\" data-auto=\"app-user-score\"><\/text><\/svg>\r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\" onerror=\"this.style.display='none'\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/chatgpt.en.softonic.com\/iphone\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>But one aspect that is often overlooked is the enormous amount of energy these systems consume<\/strong>. In the not-so-distant future, the technology could consume as much electricity as an entire country.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Alex de Vries, a researcher at the Free University of Amsterdam, <a href=\"https:\/\/www.cell.com\/action\/showPdf?pii=S2542-4351%2823%2900365-3\" target=\"_blank\" rel=\"noopener nofollow\" title=\"\">is the author of the paper<\/a> &#8220;The Growing Energy Footprint of Artificial Intelligence,&#8221; <strong>which examines the environmental impact of AI systems<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"es\" dir=\"ltr\">En 4 a\u00f1os, los servidores dedicados al procesamiento de IA podr\u00edan estar consumiendo hasta 134 TWh de electricidad anuales, seg\u00fan esta estimaci\u00f3n aparecida ayer: <a href=\"https:\/\/t.co\/Fx8EDG6nNE\">https:\/\/t.co\/Fx8EDG6nNE<\/a><br><br>\u261d\ufe0f Eso se acerca al doble del consumo de Chile al a\u00f1o (78 TWh estimados a 2023, seg\u00fan la CNE)<\/p>&mdash; licerdo (@licerdo) <a href=\"https:\/\/twitter.com\/licerdo\/status\/1712083278201569515?ref_src=twsrc%5Etfw\">October 11, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">Phases and usage of AI since its beginnings<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">De Vries points out that <strong>the training phase of large language models typically consumes the most energy<\/strong>, which has been the focus of sustainability research in AI.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">After training, the models are deployed in a production environment and enter the inference phase. In the case of ChatGPT, this involves generating live responses to user queries.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">There has been little research on the inference phase, but De Vries believes there are indications that this period can significantly contribute to the life cycle costs of an AI model.<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"How China Plans to Win the Future of Energy\" width=\"840\" height=\"473\" src=\"https:\/\/www.youtube.com\/embed\/b1LQSezKxnA?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">According to the research firm SemiAnalysis, <strong>OpenAI <\/strong><a href=\"https:\/\/en.softonic.com\/articles\/tesla-powers-up-a-supercomputer-to-master-ai-with-10000-nvidia-graphics-cards\" target=\"_blank\" rel=\"noopener\" title=\"\">needed 3,617 Nvidia HGX A100 servers, totaling 28,936 GPUs<\/a>, to support ChatGPT, <strong>resulting in a daily energy demand of 564 MWh<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">For comparison, <strong>it is estimated that during the training phase of GPT-3, 1,287 MWh were used<\/strong>, making the energy demand during the inference phase considerably higher.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Google, which reported that 60% of its AI-related energy consumption from 2019 to 2021 came from inference<\/strong>, is integrating AI capabilities into its search engine.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">As early as February, Alphabet&#8217;s President, John Hennessy, stated that a single user interaction with an AI-powered search service &#8220;probably costs ten times more than a standard keyword search.&#8221;<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-rich is-provider-twitter wp-block-embed-twitter\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"twitter-tweet\" data-width=\"550\" data-dnt=\"true\"><p lang=\"en\" dir=\"ltr\">A recent study suggests AI has the potential to create a smaller carbon footprint than humans. <a href=\"https:\/\/twitter.com\/VentureBeat?ref_src=twsrc%5Etfw\">@VentureBeat<\/a> has the details. <a href=\"https:\/\/twitter.com\/hashtag\/ArtificialIntelligence?src=hash&amp;ref_src=twsrc%5Etfw\">#ArtificialIntelligence<\/a> <a href=\"https:\/\/twitter.com\/hashtag\/Sustainability?src=hash&amp;ref_src=twsrc%5Etfw\">#Sustainability<\/a> <a href=\"https:\/\/t.co\/azPlgjnQXr\">https:\/\/t.co\/azPlgjnQXr<\/a> <a href=\"https:\/\/t.co\/FsU4LfiDqk\">pic.twitter.com\/FsU4LfiDqk<\/a><\/p>&mdash; jeffrey keene (@jeffreykeene23) <a href=\"https:\/\/twitter.com\/jeffreykeene23\/status\/1711799773878256062?ref_src=twsrc%5Etfw\">October 10, 2023<\/a><\/blockquote><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">With an energy demand of 6.5 kW per server, this would translate to <strong>a daily electricity consumption of 80 GWh and an annual consumption of 29.2 TWh, approximately the same amount used by Ireland each year<\/strong>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">It is unlikely to happen soon, among other reasons because Nvidia does not have the production capacity to supply more than half a million HGX servers, and <strong>it would cost Google $100 billion to purchase them<\/strong>.<\/p>\n\n\n<div class=\"sc-card-program\">\r\n  <div class=\"sc-card-program__body\">\r\n    <div class=\"sc-card-program__row clearfix\">\r\n      <div class=\"sc-card-program__col-logo\">\r\n        <img decoding=\"async\" class=\"sc-card-program__img\" alt=\"ChatGPT\" src=\"https:\/\/images.sftcdn.net\/images\/t_app-icon-s\/p\/47ef1772-2a82-4750-b97a-354b13dbd112\/3647786732\/chatgpt-ChatGPT-icon.png\" width=\"100px\" height=\"100px\">\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-title\">\r\n        <span class=\"sc-card-program__title\">ChatGPT<\/span>\r\n        <a class=\"sc-card-program__button sc-card-program-internal\" href=\"https:\/\/chatgpt.en.softonic.com\/iphone\" target=\"_self\" rel=\"noopener noreferrer\">DOWNLOAD<\/a>\r\n      <\/div>\r\n      <div class=\"sc-card-program__col-rating\">\r\n        <svg class=\"rating-score__content\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.1\" x=\"0\" y=\"0\" viewbox=\"0 0 50 50\" enable-background=\"new 0 0 50 50\" xml:space=\"preserve\"><path class=\"rating-score__background rating-score--good\" fill=\"none\" stroke-width=\"6\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><path class=\"rating-score__value rating-score__value--0\" fill=\"none\" stroke-width=\"6\" stroke-dashoffset=\"0\" stroke-miterlimit=\"10\" d=\"M40 40c8.3-8.3 8.3-21.7 0-30s-21.7-8.3-30 0 -8.3 21.7 0 30\"><\/path><text class=\"rating-score__number\" content=\"\" text-anchor=\"middle\" transform=\"matrix(1 0 0 1 25 31.0837)\" data-auto=\"app-user-score\"><\/text><\/svg>\r\n      <\/div>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <span class=\"sc-card-program__description\"><\/span>\r\n    <\/div>\r\n    <div class=\"sc-card-program__row\">\r\n      <img decoding=\"async\" class=\"sc-card-program__bigpic\" src=\"\" onerror=\"this.style.display='none'\">\r\n    <\/div>\r\n    <a class=\"sc-card-program__link track-link sc-card-program-internal\" href=\"https:\/\/chatgpt.en.softonic.com\/iphone\" target=\"_self\" rel=\"noopener noreferrer\"><\/a>\r\n  <\/div>\r\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>OpenAI required 3,617 Nvidia HGX A100 servers, with a total of 28,936 GPUs, to support ChatGPT. This is consumption equal to what a country like&#8230;<\/p>\n","protected":false},"author":9265,"featured_media":254186,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","wpcf-pageviews":1},"categories":[1015],"tags":[4218],"usertag":[],"vertical":[],"content-category":[],"class_list":["post-254183","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-app-subdomain-redirectionchatgpt"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"OpenAI required 3,617 Nvidia HGX A100 servers, with a total of 28,936 GPUs, to support ChatGPT. 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