{"id":2688,"date":"2018-08-21T10:14:47","date_gmt":"2018-08-21T14:14:47","guid":{"rendered":"https:\/\/2018.nyc.wordcamp.org\/?post_type=wcb_session&#038;p=2688"},"modified":"2018-08-22T13:39:08","modified_gmt":"2018-08-22T17:39:08","slug":"do-no-evil-a-different-kind-of-machine-learning","status":"publish","type":"wcb_session","link":"https:\/\/nyc.wordcamp.org\/2018\/session\/do-no-evil-a-different-kind-of-machine-learning\/","title":{"rendered":"Do No Evil: A Different Kind of Machine Learning"},"content":{"rendered":"<p>Have you ever wondered what happens when an automated system decides you&#8217;re evil? You wake up one morning to find an account closed or a system prohibited. All because a system didn&#8217;t understand the fine distinction between awareness and attacks. This is the tale of two automated reports that resulted in suspension from two of the largest services online: Amazon and Google.<\/p>\n<p>Only one case had a happy ending.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Have you ever wondered what happens when an automated system decides you&#8217;re evil? You wake up one morning to find an account closed or a system prohibited. All because a system didn&#8217;t understand the fine distinction between awareness and attacks. This is the tale of two automated reports that resulted in suspension from two of &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/nyc.wordcamp.org\/2018\/session\/do-no-evil-a-different-kind-of-machine-learning\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;Do No Evil: A Different Kind of Machine Learning&#8221;<\/span><\/a><\/p>\n","protected":false},"author":13988112,"featured_media":0,"template":"","meta":{"jetpack_post_was_ever_published":false,"_wcpt_session_time":1537036800,"_wcpt_session_duration":3000,"_wcpt_session_type":"session","_wcpt_session_slides":"","_wcpt_session_video":"","_wcpt_speaker_id":[2501],"footnotes":""},"session_track":[174547],"session_category":[1237514],"class_list":["post-2688","wcb_session","type-wcb_session","status-publish","hentry","wcb_track-room-1","wcb_session_category-some-experience"],"jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9CHop-Hm","session_date_time":{"date":"September 15, 2018","time":"2:40 pm"},"session_speakers":[{"id":"2501","slug":"mika-epstein","name":"Mika Epstein","link":"https:\/\/nyc.wordcamp.org\/2018\/speaker\/mika-epstein\/"}],"session_cats_rendered":"Some Experience","_links":{"self":[{"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/sessions\/2688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/sessions"}],"about":[{"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/types\/wcb_session"}],"author":[{"embeddable":true,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/users\/13988112"}],"version-history":[{"count":1,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/sessions\/2688\/revisions"}],"predecessor-version":[{"id":2689,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/sessions\/2688\/revisions\/2689"}],"speakers":[{"embeddable":true,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/speakers\/2501"}],"wp:attachment":[{"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/media?parent=2688"}],"wp:term":[{"taxonomy":"wcb_track","embeddable":true,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/session_track?post=2688"},{"taxonomy":"wcb_session_category","embeddable":true,"href":"https:\/\/nyc.wordcamp.org\/2018\/wp-json\/wp\/v2\/session_category?post=2688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}