{"id":144765,"date":"2022-08-25T01:42:52","date_gmt":"2022-08-25T06:42:52","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2022\/08\/supercomputer-emulator-ais-new-role-in-science"},"modified":"2022-08-25T01:42:52","modified_gmt":"2022-08-25T06:42:52","slug":"supercomputer-emulator-ais-new-role-in-science","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2022\/08\/supercomputer-emulator-ais-new-role-in-science","title":{"rendered":"Supercomputer Emulator\u2014AI\u2019s New Role in Science"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/supercomputer-emulator-ais-new-role-in-science.jpg\"><\/a><\/p>\n<p><strong>Bishop<\/strong><strong>: <\/strong>They can still be <a href=\"https:\/\/spectrum.ieee.org\/ai-carbon-footprint\" target=\"_self\" class=\"\">computationally very expensive<\/a>. Additionally, emulators learn from data, so they\u2019re typically not more accurate than the data used to train them. Moreover, they may give insufficiently accurate results when presented with scenarios that are markedly different from those on which they\u2019re trained.<\/p>\n<p>\u201cI believe in \u201cuse-inspired basic research\u201d\u2014[like] the work of Pasteur. He was a consultant for the brewing industry. Why did this beer keep going sour? He basically founded the whole field of microbiology.\u201d \u2014Chris Bishop, Microsoft Research.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Bishop: They can still be computationally very expensive. Additionally, emulators learn from data, so they\u2019re typically not more accurate than the data used to train them. Moreover, they may give insufficiently accurate results when presented with scenarios that are markedly different from those on which they\u2019re trained. \u201cI believe in \u201cuse-inspired basic research\u201d\u2014[like] the work [\u2026]<\/p>\n","protected":false},"author":676,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[6,224,44],"tags":[],"class_list":["post-144765","post","type-post","status-publish","format-standard","hentry","category-robotics-ai","category-science","category-supercomputing"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/144765","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/676"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=144765"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/144765\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=144765"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=144765"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=144765"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}