{"id":72918,"date":"2017-09-30T00:42:45","date_gmt":"2017-09-30T07:42:45","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2017\/09\/you-better-explain-yourself-mister-darpas-mission-to-make-an-accountable-ai"},"modified":"2017-09-30T00:42:45","modified_gmt":"2017-09-30T07:42:45","slug":"you-better-explain-yourself-mister-darpas-mission-to-make-an-accountable-ai","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2017\/09\/you-better-explain-yourself-mister-darpas-mission-to-make-an-accountable-ai","title":{"rendered":"You better explain yourself, mister: DARPA\u2019s mission to make an accountable AI"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/you-better-explain-yourself-mister-darpas-mission-to-make-an-accountable-ai.jpg\"><\/a><\/p>\n<p>Continued advances in artificial intelligence and machine learning promise to produce autonomous systems that will perceive, learn, decide, and act on their own. However, the effectiveness of these systems is limited by these machines\u2019 current inability to explain their decisions and actions to human users. Explainable AI\u2014especially explainable machine learning\u2014will be essential if future users are to understand, appropriately trust, and effectively manage an emerging generation of artificially intelligent machine partners.<\/p>\n<p><!-- Link: <a href=\"https:\/\/www.theregister.co.uk\/2017\/09\/28\/inside_explainable_ai\/\">https:\/\/www.theregister.co.uk\/2017\/09\/28\/inside_explainable_ai\/<\/a> --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Continued advances in artificial intelligence and machine learning promise to produce autonomous systems that will perceive, learn, decide, and act on their own. However, the effectiveness of these systems is limited by these machines\u2019 current inability to explain their decisions and actions to human users. Explainable AI\u2014especially explainable machine learning\u2014will be essential if future users [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[20,6],"tags":[],"class_list":["post-72918","post","type-post","status-publish","format-standard","hentry","category-futurism","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/72918","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\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=72918"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/72918\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=72918"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=72918"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=72918"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}