{"id":287501,"date":"2026-07-09T06:43:00","date_gmt":"2026-07-09T10:43:00","guid":{"rendered":"https:\/\/news-you-need.com\/index.php\/2026\/07\/09\/strategies-and-design-for-increasing-ai-sustainability\/"},"modified":"2026-07-09T06:55:08","modified_gmt":"2026-07-09T10:55:08","slug":"strategies-and-design-for-increasing-ai-sustainability","status":"publish","type":"post","link":"https:\/\/news-you-need.com\/index.php\/2026\/07\/09\/strategies-and-design-for-increasing-ai-sustainability\/","title":{"rendered":"Strategies and design for increasing AI sustainability"},"content":{"rendered":"<p><a href=\"https:\/\/www.nature.com\/articles\/s44359-026-00195-w\">Strategies and design for increasing AI sustainability<\/a><\/p>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s44359-026-00195-w\">https:\/\/www.nature.com\/articles\/s44359-026-00195-w<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-07-09 06:43:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.nature.com\">www.nature.com<\/a><\/p>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"1.\">\n<p class=\"c-article-references__text\" id=\"ref-CR1\">Rolnick, D. et al. Tackling climate change with machine learning. ACM Comput. Surv. 55, 1\u201396 (2022).<\/p>\n<p class=\"c-article-references__links u-hide-print\">\n                    Google Scholar\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"2.\">\n<p class=\"c-article-references__text\" id=\"ref-CR2\">Villalobos, P. et al. Machine learning model sizes and the parameter gap. Preprint at https:\/\/doi.org\/10.48550\/arXiv.2207.02852 (2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"3.\">\n<p class=\"c-article-references__text\" id=\"ref-CR3\">Wu, C.-J., Acun, B., Raghavendra, R. &#038; Hazelwood, K. Beyond efficiency: scaling AI sustainably. IEEE Micro 44, 37\u201346 (2024).<\/p>\n<p class=\"c-article-references__links u-hide-print\">CAS\u00a0<\/p>\n<p>                    Google Scholar\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"4.\">\n<p class=\"c-article-references__text\" id=\"ref-CR4\">Powering intelligence: analyzing artificial intelligence and data center energy consumption. White Paper on Technology Innovation Report EPRI https:\/\/www.epri.com\/research\/products\/3002028905 (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"5.\">\n<p class=\"c-article-references__text\" id=\"ref-CR5\">Davenport, C. et al. AI, data centers and the coming US power demand surge. Equity research report. Goldman Sachs https:\/\/www.goldmansachs.com\/pdfs\/insights\/pages\/generational-growth-ai-data-centers-and-the-coming-us-power-surge\/report.pdf (2024).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"6.\">\n<p class=\"c-article-references__text\" id=\"ref-CR6\">O\u2019Donnell, J. &#038; Crownhart, C. We did the math on AI\u2019s energy footprint. Here\u2019s the story you haven\u2019t heard. MIT Technology Review https:\/\/www.technologyreview.com\/2025\/05\/20\/1116327\/ai-energy-usage-climate-footprint-big-tech\/ (2025).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"7.\">\n<p class=\"c-article-references__text\" id=\"ref-CR7\">Electricity 2024. 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Making AI less \u201cthirsty\u201d: uncovering and addressing the secret water footprint of AI models. Commun. ACM 68, 54\u201361 (2025).<\/p>\n<p class=\"c-article-references__links u-hide-print\">\n                    Google Scholar\u00a0\n                <\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"11.\">\n<p class=\"c-article-references__text\" id=\"ref-CR11\">Chien, A. A., Zhang, C. &#038; Lin, L. Beyond PUE: flexible datacenters empowering the cloud to decarbonize. In Workshop on Sustainable Computer Systems 2022 USENIX HotCarbon https:\/\/par.nsf.gov\/biblio\/10400420 (USENIX, 2022).<\/p>\n<\/li>\n<li class=\"c-article-references__item js-c-reading-companion-references-item\" data-counter=\"12.\">\n<p class=\"c-article-references__text\"...<\/p>\n<\/li>\n<p><a href=\"https:\/\/www.nature.com\/articles\/s44359-026-00195-w\">Source<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Strategies and design for increasing AI sustainability https:\/\/www.nature.com\/articles\/s44359-026-00195-w Publish Date: 2026-07-09 06:43:00 Source Domain: www.nature.com&#8230;<\/p>\n","protected":false},"author":1,"featured_media":287502,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/media.springernature.com\/m685\/springer-static\/image\/art%3A10.1038%2Fs44359-026-00195-w\/MediaObjects\/44359_2026_195_Fig1_HTML.png","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[],"class_list":["post-287501","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/287501"}],"collection":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=287501"}],"version-history":[{"count":1,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/287501\/revisions"}],"predecessor-version":[{"id":287503,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/287501\/revisions\/287503"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/287502"}],"wp:attachment":[{"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=287501"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=287501"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=287501"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}