{"id":222510,"date":"2024-04-10T19:59:28","date_gmt":"2024-04-10T19:59:28","guid":{"rendered":"https:\/\/michigandigitalnews.com\/index.php\/2024\/04\/10\/agi-how-machine-mathematicians-may-finally-deliver-ai-with-human-level-reasoning\/"},"modified":"2025-06-25T17:18:52","modified_gmt":"2025-06-25T17:18:52","slug":"agi-how-machine-mathematicians-may-finally-deliver-ai-with-human-level-reasoning","status":"publish","type":"post","link":"https:\/\/michigandigitalnews.com\/index.php\/2024\/04\/10\/agi-how-machine-mathematicians-may-finally-deliver-ai-with-human-level-reasoning\/","title":{"rendered":"AGI: How machine mathematicians may finally deliver AI with human-level reasoning"},"content":{"rendered":"<p> [ad_1]<br \/>\n<\/p>\n<div id=\"\">\n<figure class=\"article-image-inline ArticleImage\" data-method=\"replace-inline-image\">\n<div class=\"ArticleImage__Wrapper\"><img fetchpriority=\"high\" decoding=\"async\" src=\"https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=1200\" srcset=\"https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=100 100w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=200 200w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=249 249w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=300 300w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=400 400w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=500 500w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=600 600w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=700 700w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=800 800w, https:\/\/images.newscientist.com\/wp-content\/uploads\/2024\/04\/09121015\/SEI_198633450.jpg?width=900 900w\" class=\"image alignnone wp-image-2426139 size-full ReplaceImageLazyload\" sizes=\"(min-width: 1130px) 900px, (min-width: 1025px) 900, (min-width: 768px) calc(100vw - 30px), calc(100vw - 30px)\" alt=\"New Scientist Default Image\" width=\"1350\" height=\"900\" data-credit=\"Simon Danaher\"\/><\/div><figcaption class=\"ArticleImageCaption\"\/><\/figure>\n<p>In pure mathematics, very occasionally, breakthroughs arrive like bolts from the blue \u2013 the result of such inspired feats of reasoning and creativity that they seem to push the very bounds of <a href=\"https:\/\/www.newscientist.com\/round-up\/intelligence\/\">intelligence<\/a>. In 2016, for instance, mathematician <a href=\"https:\/\/gowers.wordpress.com\/2016\/05\/19\/reflections-on-the-recent-solution-of-the-cap-set-problem-i\/\">Timothy Gowers marvelled at a solution to the cap set problem<\/a>, which has to do with finding the largest pattern of points in space where no three points form a straight line. The proof \u201chas a magic quality that leaves one wondering how on Earth anybody thought of it\u201d, he wrote.<\/p>\n<p>You might think that such feats are unique to humans. But you might be wrong. Because last year, <a href=\"https:\/\/www.newscientist.com\/definition\/artificial-intelligence-ai\/\">artificial intelligence<\/a> company Google DeepMind announced that its AI had <a href=\"https:\/\/www.newscientist.com\/article\/2407897-deepmind-ai-with-built-in-fact-checker-makes-mathematical-discoveries\/\">discovered a better solution to the cap set problem than any human had<\/a>. And that was just the latest demonstration of AI\u2019s growing mathematical prowess. Having long struggled with this kind of sophisticated reasoning, today\u2019s AIs are proving themselves remarkably capable \u2013 solving complex geometry problems, assisting with proofs and generating fresh avenues of attack for long-standing problems.<\/p>\n<p>All of which has prompted mathematicians to ask if their field is entering a new era. But it has also emboldened some computer scientists to suggest we are pushing the bounds of machine intelligence, edging ever closer to AI capable of genuinely human-like reasoning \u2013 and maybe even artificial general intelligence, AI that can perform as well as or better than humans on a wide range of tasks. \u201cMathematics is the language of reasoning,\u201d says <a href=\"https:\/\/www.alexdavies.net\/\">Alex Davies<\/a> at DeepMind. \u201cIf models can\u2026<\/p>\n<\/p><\/div>\n<p>[ad_2]<br \/>\n<br \/><a href=\"https:\/\/www.newscientist.com\/article\/mg26234863-300-how-ai-mathematicians-might-finally-deliver-human-level-reasoning\/?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] In pure mathematics, very occasionally, breakthroughs arrive like bolts from the blue \u2013 the result of such inspired feats of reasoning and creativity that<\/p>\n","protected":false},"author":1,"featured_media":222511,"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\/222510"}],"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=222510"}],"version-history":[{"count":0,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/posts\/222510\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media\/222511"}],"wp:attachment":[{"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/media?parent=222510"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/categories?post=222510"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michigandigitalnews.com\/index.php\/wp-json\/wp\/v2\/tags?post=222510"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}