{"id":267485,"date":"2024-12-25T23:23:37","date_gmt":"2024-12-25T23:23:37","guid":{"rendered":"https:\/\/michigandigitalnews.com\/index.php\/2024\/12\/25\/how-to-fix-computings-ai-energy-problem-run-everything-backwards\/"},"modified":"2025-06-25T17:09:55","modified_gmt":"2025-06-25T17:09:55","slug":"how-to-fix-computings-ai-energy-problem-run-everything-backwards","status":"publish","type":"post","link":"https:\/\/michigandigitalnews.com\/index.php\/2024\/12\/25\/how-to-fix-computings-ai-energy-problem-run-everything-backwards\/","title":{"rendered":"How to fix computing&#8217;s AI energy problem: run everything backwards"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"\">\n<figure class=\"ArticleImage\">\n<div class=\"Image__Wrapper\"><img fetchpriority=\"high\" decoding=\"async\" class=\"Image\" width=\"1350\" height=\"1350\" alt=\"New Scientist. Science news and long reads from expert journalists, covering developments in science, technology, health and the environment on the website and the magazine.\" src=\"https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg\" sizes=\"(min-width: 1288px) 837px, (min-width: 1024px) calc(57.5vw + 55px), (min-width: 415px) calc(100vw - 40px), calc(70vw + 74px)\" srcset=\"https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=300 300w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=400 400w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=500 500w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=600 600w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=700 700w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=800 800w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=837 837w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=900 900w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1003 1003w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1100 1100w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1200 1200w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1300 1300w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1400 1400w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1500 1500w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1600 1600w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1674 1674w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1700 1700w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1800 1800w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=1900 1900w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/12\/16145553\/SEI_233454607.jpg?width=2006 2006w\" loading=\"eager\" fetchpriority=\"high\" data-image-context=\"Article\" data-image-id=\"2460901\" data-caption=\"\" data-credit=\"Supertotto\"\/><\/div><figcaption class=\"ArticleImageCaption\"\/><\/figure>\n<\/p>\n<p>Imagine taking a hammer to your laptop. You smash it apart and shards of plastic, batteries and circuit board go flying. It would be an act of vandalism, a shocking waste of money and resources, so much so that it sounds absurd. But the truth is that, every time we use a computer, we are dealing with a machine that is, at the fundamental level, even more wasteful than this.<\/p>\n<p>It all goes back to a decision made decades ago about the deep workings of computer logic and how these machines delete data, a process that inevitably produces a large amount of waste heat. For a long time, we have muddled through with wasteful computers. But with the rise of artificial intelligence, which has pushed the power demands of computing to new heights, this seemingly inconsequential decision might be about to bite us. We may need to redesign computing from scratch.<\/p>\n<p>Thankfully, we know exactly what to do. It involves a trick that might sound a touch unlikely: getting processors to do everything twice, once forwards, then in reverse. \u201cReversible computing can be so much more energy efficient than conventional computing, and it\u2019s potentially the way we should have originally built computers,\u201d says <a href=\"https:\/\/ha.nnah.io\/\">Hannah Earley<\/a> at UK-based reversible computing company Vaire Computing.<\/p>\n<p>The increased energy efficiency is the result of a thermodynamic trick that we have known about since the 1970s, but was never put into use because of the\u2026<\/p>\n<\/p><\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/www.newscientist.com\/article\/mg26435231-300-how-to-fix-computings-ai-energy-problem-run-everything-backwards\/?utm_campaign=RSS%7CNSNS&#038;utm_source=NSNS&#038;utm_medium=RSS&#038;utm_content=home\">Source link <\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>[ad_1] Imagine taking a hammer to your laptop. You smash it apart and shards of plastic, batteries and circuit board go flying. It would be<\/p>\n","protected":false},"author":1,"featured_media":267486,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"_uf_show_specific_survey":0,"_uf_disable_surveys":false,"footnotes":""},"categories":[177],"tags":[],"_links":{"self":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/267485"}],"collection":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/comments?post=267485"}],"version-history":[{"count":0,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/267485\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media\/267486"}],"wp:attachment":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media?parent=267485"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/categories?post=267485"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/tags?post=267485"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}