{"id":781,"date":"2014-09-13T09:38:23","date_gmt":"2014-09-13T14:38:23","guid":{"rendered":"http:\/\/haleyai.com\/wordpress\/?p=781"},"modified":"2018-10-20T16:56:55","modified_gmt":"2018-10-20T21:56:55","slug":"smart-machines-and-what-they-can-still-learn-from-people-gary-marcus","status":"publish","type":"post","link":"http:\/\/haleyai.com\/wordpress\/2014\/09\/13\/smart-machines-and-what-they-can-still-learn-from-people-gary-marcus\/","title":{"rendered":"Smart Machines And What They Can Still Learn From People &#8211; Gary Marcus"},"content":{"rendered":"<p><a href=\"https:\/\/www.youtube.com\/watch?v=XmWneGydtng\">This is a must-watch video from the Allen Institute for AI for anyone seriously interested in artificial intelligence<\/a>.\u00a0 It&#8217;s 70 minutes long, but worth it.\u00a0 Some of the highlights from my perspective are:<\/p>\n<ul>\n<li>27:27 where the key reason that deep learning approaches fail at understanding language are discussed<\/li>\n<li>31:30 where the inability of inductive approaches to address logical quantification or variables are discussed<\/li>\n<li>39:30 thru 42+ where the inability of deep learning to perform as well as Watson and the inability of Watson to understand or reason are discussed<\/li>\n<\/ul>\n<p><a href=\"https:\/\/www.youtube.com\/watch?feature=player_detailpage&amp;v=XmWneGydtng#t=2510\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-782\" title=\"Watson is not immune - Gary Marcus\" src=\"http:\/\/haleyai.com\/wordpress\/wp-content\/uploads\/Watson-is-not-immune-Gary-Marcus.png\" alt=\"\" width=\"973\" height=\"674\" srcset=\"http:\/\/haleyai.com\/wordpress\/wp-content\/uploads\/Watson-is-not-immune-Gary-Marcus.png 973w, http:\/\/haleyai.com\/wordpress\/wp-content\/uploads\/Watson-is-not-immune-Gary-Marcus-300x207.png 300w\" sizes=\"auto, (max-width: 767px) 89vw, (max-width: 1000px) 54vw, (max-width: 1071px) 543px, 580px\" \/><\/a><\/p>\n<p>The astute viewer and blog reader will recognize <a href=\"https:\/\/www.youtube.com\/watch?feature=player_detailpage&amp;v=XmWneGydtng#t=2661\">this slide<\/a> as discussed by Oren Etzioni <a href=\"http:\/\/haleyai.com\/wordpress\/2014\/09\/13\/deep-learning-big-data-and-common-sense\/\">here<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>This is a must-watch video from the Allen Institute for AI for anyone seriously interested in artificial intelligence.\u00a0 It&#8217;s 70 minutes long, but worth it.\u00a0 Some of the highlights from my perspective are: 27:27 where the key reason that deep learning approaches fail at understanding language are discussed 31:30 where the inability of inductive approaches &hellip; <\/p>\n<p class=\"link-more\"><a href=\"http:\/\/haleyai.com\/wordpress\/2014\/09\/13\/smart-machines-and-what-they-can-still-learn-from-people-gary-marcus\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Smart Machines And What They Can Still Learn From People &#8211; Gary Marcus&#8221;<\/span><\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10,14,16],"tags":[604,635,692,547,214,689,306],"class_list":["post-781","post","type-post","status-publish","format-standard","hentry","category-formal-logic","category-learning","category-natural-language","tag-allen-institute-for-artificial-intelligence","tag-deep-learning","tag-gary-marcus","tag-ibm-watson","tag-nlp","tag-oren-etzioni","tag-vulcan"],"_links":{"self":[{"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/posts\/781","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/comments?post=781"}],"version-history":[{"count":3,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/posts\/781\/revisions"}],"predecessor-version":[{"id":1572,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/posts\/781\/revisions\/1572"}],"wp:attachment":[{"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/media?parent=781"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/categories?post=781"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/haleyai.com\/wordpress\/wp-json\/wp\/v2\/tags?post=781"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}