{"id":75734,"date":"2022-11-15T12:53:55","date_gmt":"2022-11-15T17:53:55","guid":{"rendered":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/?p=75734"},"modified":"2022-11-15T12:58:44","modified_gmt":"2022-11-15T17:58:44","slug":"lo-11","status":"publish","type":"post","link":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/2022\/11\/15\/lo-11\/","title":{"rendered":"LO 11"},"content":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<html><body><p>Hannah Wyatt section A<\/p>\n\n\n\n<p>When an AI face-recognition program fails only to detect colored women, there is clearly a systemic issue. ARS Electronica Blog dissects this bias in the article <a href=\"https:\/\/ars.electronica.art\/aeblog\/en\/2020\/04\/10\/women-in-media-arts-ai\/\">&ldquo;Women in Media Arts&rdquo;<\/a>, attributing fault with the creators themselves: White Men. In Joy Buolamwini (US) and Timnit Gebru (ETH)&rsquo;s project &ldquo;Gender Shades&rdquo;, they researched discrimination regarding gender and skin colour of people, finding the cause to be incomplete data sets. <\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"Gender Shades\" width=\"840\" height=\"473\" src=\"https:\/\/www.youtube.com\/embed\/TWWsW1w-BVo?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen><\/iframe>\n<\/div><\/figure><p>The article encourages readers to reflect on the societal consequences-if these people are misrepresented, they may earn less opportunities in select technological fields. Thus, Caroline Sinders (US) devised &lsquo;feminist data sets&rsquo; in order to counteract bias in machine-learning, surrounding art, interviews, and data collection by women. Mary Flanagan&rsquo;s study<a href=\"https:\/\/maryflanagan.com\/help-me-know-the-truth\/\"> &ldquo;Help Me Know The Truth&rdquo;<\/a>&nbsp; measures the larger impact\/structural flaws in society through assessing participant&rsquo;s views of random subjects as either &lsquo;victims&rsquo; or &lsquo;criminals&rsquo;.<\/p><\/body><\/html>\n","protected":false},"excerpt":{"rendered":"<p>Hannah Wyatt section A When an AI face-recognition program fails only to detect colored women, there is clearly a systemic issue. ARS Electronica Blog dissects this bias in the article &ldquo;Women in Media Arts&rdquo;, attributing fault with the creators themselves: White Men. In Joy Buolamwini (US) and Timnit Gebru (ETH)&rsquo;s project &ldquo;Gender Shades&rdquo;, they researched &hellip; <a href=\"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/2022\/11\/15\/lo-11\/\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;LO 11&#8221;<\/span><\/a><\/p>\n","protected":false},"author":772,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"_links":{"self":[{"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/posts\/75734"}],"collection":[{"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/users\/772"}],"replies":[{"embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/comments?post=75734"}],"version-history":[{"count":2,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/posts\/75734\/revisions"}],"predecessor-version":[{"id":75739,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/posts\/75734\/revisions\/75739"}],"wp:attachment":[{"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/media?parent=75734"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/categories?post=75734"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/courses.ideate.cmu.edu\/15-104\/f2022\/wp-json\/wp\/v2\/tags?post=75734"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}