{"id":1500,"date":"2019-04-25T11:01:54","date_gmt":"2019-04-25T15:01:54","guid":{"rendered":"http:\/\/www.jsylvest.com\/blog\/?p=1500"},"modified":"2019-04-25T11:02:02","modified_gmt":"2019-04-25T15:02:02","slug":"chollet-on-ai","status":"publish","type":"post","link":"https:\/\/www.jsylvest.com\/blog\/2019\/04\/chollet-on-ai\/","title":{"rendered":"Chollet on AI"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\"><p>AI is all about getting rid of the part where you code up solutions, and going straight to the part where you code up problems.<br><\/p><cite>\u2014Fran\u00e7ois Chollet<\/cite><\/blockquote>\n\n\n\n<p>On net, this is probably not a good description of what AI <em>is<\/em> \u2014 and I'd like to post more about why soon \u2014 but it is a good description of what AI <em>aspires to be<\/em>. I've been doing AI for 14 years and have yet to find a satisfactory definition, so I'll add this to the pile of decent attempts.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI is all about getting rid of the part where you code up solutions, and going straight to the part where you code up problems. \u2014Fran\u00e7ois Chollet On net, this is probably not a good description of what AI is &hellip; <a href=\"https:\/\/www.jsylvest.com\/blog\/2019\/04\/chollet-on-ai\/\">Continue reading <span class=\"meta-nav\">&rarr;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"aside","meta":{"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2},"jetpack_post_was_ever_published":false},"categories":[16],"tags":[24,55,3],"class_list":["post-1500","post","type-post","status-publish","format-aside","hentry","category-quotes","tag-ai","tag-code","tag-computer-science","post_format-post-format-aside","wpautop"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p3sddF-oc","jetpack-related-posts":[{"id":1564,"url":"https:\/\/www.jsylvest.com\/blog\/2019\/06\/bart-barrage-of-random-transforms-for-adversarially-robust-defense\/","url_meta":{"origin":1500,"position":0},"title":"BaRT: Barrage of Random Transforms for Adversarially Robust Defense","author":"jsylvest","date":"19 June 2019","format":false,"excerpt":"This week I'm at CVPR \u2014 the IEEE's Computer Vision and Pattern Recognition Conference, which is a huge AI event. I'm currently rehearsing the timing of my talk one last time, but I wanted to take a minute between run-throughs to link to my co-author Steven Forsyth's wonderful post on\u2026","rel":"","context":"In &quot;CS \/ Science \/ Tech \/ Coding&quot;","block_context":{"text":"CS \/ Science \/ Tech \/ Coding","link":"https:\/\/www.jsylvest.com\/blog\/category\/cs\/"},"img":{"alt_text":"","src":"https:\/\/i0.wp.com\/www.jsylvest.com\/blog\/wp-content\/uploads\/2019\/06\/img1_trans05_0000_crop.png?fit=436%2C436&ssl=1&resize=350%2C200","width":350,"height":200},"classes":[]},{"id":1124,"url":"https:\/\/www.jsylvest.com\/blog\/2017\/10\/national-ai-strategy\/","url_meta":{"origin":1500,"position":1},"title":"National AI Strategy","author":"jsylvest","date":"9 October 2017","format":false,"excerpt":"Some of my co-workers published a sponsored piece in the Atlantic calling for a national AI strategy,\u00a0which was tied in to\u00a0some discussions at the\u00a0Washington Ideas event. I'm 100% on board with the US having a strategy, but I want to offer one caveat: \"comprehensive national strategies\" are susceptible to becoming\u2026","rel":"","context":"In &quot;Business \/ Economics&quot;","block_context":{"text":"Business \/ Economics","link":"https:\/\/www.jsylvest.com\/blog\/category\/business-2\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1043,"url":"https:\/\/www.jsylvest.com\/blog\/2017\/04\/will-ai-steal-our-jobs\/","url_meta":{"origin":1500,"position":2},"title":"Will AI steal our jobs?","author":"jsylvest","date":"5 April 2017","format":false,"excerpt":"As an AI researcher, I think I am required to have an opinion about this. Here's what I have to say to the various tribes. AI-pessimists: please remember that the Luddites have been wrong about technology causing\u00a0economic cataclysm\u00a0every time so far. We're talking about several consecutive centuries of wrongness. ((I\u2026","rel":"","context":"In &quot;Business \/ Economics&quot;","block_context":{"text":"Business \/ Economics","link":"https:\/\/www.jsylvest.com\/blog\/category\/business-2\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1188,"url":"https:\/\/www.jsylvest.com\/blog\/2018\/02\/aies-2018\/","url_meta":{"origin":1500,"position":3},"title":"AIES 2018","author":"jsylvest","date":"9 February 2018","format":false,"excerpt":"Last week I attended the first annual conference on AI, Ethics & Society where I presented some work on a Decision Tree\/Random Forest algorithm that makes decisions that are less biased or discriminatory. ((In the colloquial rather than technical sense)) You can read all the juicy details in our paper.\u2026","rel":"","context":"In &quot;CS \/ Science \/ Tech \/ Coding&quot;","block_context":{"text":"CS \/ Science \/ Tech \/ Coding","link":"https:\/\/www.jsylvest.com\/blog\/category\/cs\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1126,"url":"https:\/\/www.jsylvest.com\/blog\/2017\/11\/ais-one-trick-pony-has-a-hell-of-a-trick\/","url_meta":{"origin":1500,"position":4},"title":"AI's \"one trick pony\" has a hell of a trick","author":"jsylvest","date":"10 November 2017","format":false,"excerpt":"The MIT Technology Review has a recent article by James Somers about error backpropagation, \"Is AI Riding a One-Trick Pony?\" Overall, I agree with the message in the article. We need to keep thinking of new paradigms because the SotA right now is very useful, but not correct in any\u2026","rel":"","context":"In &quot;CS \/ Science \/ Tech \/ Coding&quot;","block_context":{"text":"CS \/ Science \/ Tech \/ Coding","link":"https:\/\/www.jsylvest.com\/blog\/category\/cs\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":1098,"url":"https:\/\/www.jsylvest.com\/blog\/2018\/07\/hume-on-knowledge\/","url_meta":{"origin":1500,"position":5},"title":"Hume on Knowledge","author":"jsylvest","date":"1 July 2018","format":"aside","excerpt":"All knowledge degenerates into probability. \u2014 David Hume, \"A Treatise on Human Nature,\" \u00a7IV.1","rel":"","context":"In &quot;Quotes&quot;","block_context":{"text":"Quotes","link":"https:\/\/www.jsylvest.com\/blog\/category\/quotes\/"},"img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]}],"_links":{"self":[{"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/posts\/1500","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/comments?post=1500"}],"version-history":[{"count":2,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/posts\/1500\/revisions"}],"predecessor-version":[{"id":1502,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/posts\/1500\/revisions\/1502"}],"wp:attachment":[{"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/media?parent=1500"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/categories?post=1500"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.jsylvest.com\/blog\/wp-json\/wp\/v2\/tags?post=1500"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}