{"id":24430,"date":"2026-03-04T10:00:00","date_gmt":"2026-03-04T09:00:00","guid":{"rendered":"https:\/\/www.educapharos.com\/?p=24430"},"modified":"2026-05-29T12:00:03","modified_gmt":"2026-05-29T10:00:03","slug":"green-algorithms","status":"publish","type":"post","link":"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/","title":{"rendered":"Green Algorithms: A Solid Step Toward Sustainability"},"content":{"rendered":"<p class=\"wp-block-paragraph\">Currently, <strong>Artificial Intelligence and Sustainability<\/strong> have become <strong>interrelated concepts,<\/strong> since the development of <strong>AI algorithms<\/strong> entails a <strong>significant energy consumption and can have major environmental impacts.<\/strong> The<strong> green algorithms or green AI<\/strong> are looking for <strong>to minimize this impact,<\/strong> promoting responsible development and use practices that help reduce digital pollution and the environmental impacts associated with the widespread use of AI.<br>The <strong>adoption of green algorithms<\/strong> is <strong>essential to ensuring that technological innovation progresses in a sustainable manner,<\/strong> ensuring that the benefits of AI are not overshadowed by its environmental consequences.<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_87_1 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Contents\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#El_impacto_energetico_de_la_IA\" >The Energy Impact of AI<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Entrenamiento_verde_vs_uso_verde_del_algoritmo\" >Green Training vs. Green Use of the Algorithm<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#El_programa_Nacional_de_Algoritmos_Verdes\" >The National Green Algorithms Program<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Desarrollo_del_programa\" >Program Development<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Ejes_principales_del_Programa_Nacional_de_Algoritmos_Verdes\" >Key Pillars of the National Green Algorithms Program<\/a><ul class='ez-toc-list-level-4' ><li class='ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Eje_1_Investigacion_en_materia_de_inteligencia_artificial_verde\" >Priority Area 1: Research on Green Artificial Intelligence<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Eje_2_Fomento_del_uso_de_infraestructuras_y_servicios_eficientes\" >Priority Area 2: Promoting the Use of Efficient Infrastructure and Services<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Eje_3_Integracion_de_la_inteligencia_artificial_verde_en_el_tejido_productivo\" >Axis 3: Integration of green artificial intelligence into the productive sector<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-4'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#Eje_4_Dinamizacion_del_mercado_espanol_a_traves_de_la_inteligencia_artificial_verde\" >Priority Area 4: Revitalizing the Spanish market through green artificial intelligence<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/educapharos.com\/en\/blog\/noticias-actualidad\/algoritmos-verdes\/#La_IA_verde_hacia_un_futuro_sostenible\" >Green AI: Toward a Sustainable Future<\/a><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"El_impacto_energetico_de_la_IA\"><\/span>The Energy Impact of AI<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The <strong>training and deployment of artificial intelligence models <\/strong>requires <strong>enormous computing resources,<\/strong> which results in high electricity consumption and, in many cases, a significant increase in carbon emissions. Therefore,<strong> The environmental impact of AI is a growing concern for researchers and companies.<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Entrenamiento_verde_vs_uso_verde_del_algoritmo\"><\/span>Green Training vs. Green Use of the Algorithm<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Within the <strong>green AI strategy,<\/strong> are distinguished <strong>two key phases:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Green training:<\/strong> It involves optimizing the training process for AI models so that they consume less energy, using efficient architectures and hardware with a lower environmental impact.<\/li>\n\n\n\n<li><strong>Green use of the algorithm: <\/strong>This involves designing algorithms that consume as little energy as possible during their execution and deployment, thereby reducing their carbon footprint throughout their entire life cycle.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">This <strong>A comprehensive approach helps minimize the environmental impact of AI<\/strong>, ensuring that both the creation and use of algorithms are sustainable.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"El_programa_Nacional_de_Algoritmos_Verdes\"><\/span>The National Green Algorithms Program<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">For <strong>promote the adoption of green AI in Spain,<\/strong> The Ministry of Economy and Digital Transformation has developed the <strong><a href=\"https:\/\/portal.mineco.gob.es\/RecursosNoticia\/mineco\/prensa\/noticias\/2022\/20221213_plan_algoritmos_verdes.pdf\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">National Green Algorithms Program.<\/a> <\/strong>This program establishes a roadmap to promote research, innovation, and the implementation of AI solutions with a low environmental impact.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Desarrollo_del_programa\"><\/span>Program Development<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The program was created as <strong>a response to the need to reduce digital pollution generated by artificial intelligence, <\/strong>promoting energy efficiency and the responsible use of computing resources. It focuses on<strong> Integrate green AI into various sectors<\/strong> productive, in line with sustainability and ecological transition goals.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ejes_principales_del_Programa_Nacional_de_Algoritmos_Verdes\"><\/span>Key Pillars of the National Green Algorithms Program<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The program is organized into <strong>four strategic pillars<\/strong>, each with specific goals to promote artificial intelligence and sustainability.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Eje_1_Investigacion_en_materia_de_inteligencia_artificial_verde\"><\/span>Priority Area 1: Research on Green Artificial Intelligence<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">This area aims to<strong> promote R&amp;D projects that develop more efficient and sustainable AI algorithms. <\/strong>Priority is given to initiatives that reduce energy consumption, optimize data usage, and minimize emissions associated with training and deploying models.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Eje_2_Fomento_del_uso_de_infraestructuras_y_servicios_eficientes\"><\/span>Priority Area 2: Promoting the Use of Efficient Infrastructure and Services<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">The promotion of <strong>adoption of efficient computing infrastructure and optimized cloud services,<\/strong> helping to reduce digital pollution caused by artificial intelligence. This area also addresses the <strong>dissemination of best practices and energy efficiency standards<\/strong> in the field of technology.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Eje_3_Integracion_de_la_inteligencia_artificial_verde_en_el_tejido_productivo\"><\/span>Axis 3: Integration of green artificial intelligence into the productive sector<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">The third pillar focuses on <strong>transfer research findings and effective solutions to the business sector.<\/strong> The adoption of green AI in industries such as energy, transportation, logistics, and services makes it possible to significantly reduce the environmental impacts resulting from digitalization, <strong>showing <\/strong>with examples of the environmental impacts <strong>how energy efficiency can coexist with technological innovation.<\/strong><\/p>\n\n\n\n<h4 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Eje_4_Dinamizacion_del_mercado_espanol_a_traves_de_la_inteligencia_artificial_verde\"><\/span>Priority Area 4: Revitalizing the Spanish market through green artificial intelligence<span class=\"ez-toc-section-end\"><\/span><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">The final component of the program aims to <strong>to build a competitive green AI ecosystem in Spain.<\/strong> This includes <strong>promote the creation of startups and companies <\/strong>technology companies that develop sustainable algorithms,<strong> encourage investment in energy-efficient solutions and promote the adoption of green algorithms <\/strong>as the standard for digital services.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La_IA_verde_hacia_un_futuro_sostenible\"><\/span>Green AI: Toward a Sustainable Future<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">The implementation of this program helps the <strong>the development of artificial intelligence is not only efficient and competitive, but also environmentally friendly. <\/strong>By adopting green AI algorithms, tangible benefits are achieved in reducing energy consumption and mitigating the environmental impacts of digitalization, demonstrating that innovation and sustainability can go hand in hand.<br>In summary, the <strong>Green algorithms represent a solid step toward a future in which technology and sustainability converge,<\/strong> ensuring that advances in artificial intelligence do not jeopardize the planet's natural resources or environmental health.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><\/p>","protected":false},"excerpt":{"rendered":"<p>En la actualidad, la inteligencia artificial y sostenibilidad se han convertido en conceptos interrelacionados, ya que el desarrollo de algoritmos de IA conlleva un consumo energ\u00e9tico significativo y puede generar efectos ambientales importantes. Los algoritmos verdes o green AI buscan minimizar este impacto, promoviendo pr\u00e1cticas de desarrollo y uso responsables que contribuyan a reducir la [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":24431,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[1],"tags":[],"class_list":["post-24430","post","type-post","status-publish","format-standard","has-post-thumbnail","category-noticias-actualidad"],"acf":[],"_links":{"self":[{"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/posts\/24430","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/comments?post=24430"}],"version-history":[{"count":1,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/posts\/24430\/revisions"}],"predecessor-version":[{"id":24432,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/posts\/24430\/revisions\/24432"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/media\/24431"}],"wp:attachment":[{"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/media?parent=24430"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/categories?post=24430"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/educapharos.com\/en\/wp-json\/wp\/v2\/tags?post=24430"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}