{"id":77690,"date":"2018-04-10T20:32:04","date_gmt":"2018-04-11T03:32:04","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2018\/04\/human-bias-is-a-huge-problem-for-ai-heres-how-were-going-to-fix-it"},"modified":"2018-04-10T20:32:04","modified_gmt":"2018-04-11T03:32:04","slug":"human-bias-is-a-huge-problem-for-ai-heres-how-were-going-to-fix-it","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2018\/04\/human-bias-is-a-huge-problem-for-ai-heres-how-were-going-to-fix-it","title":{"rendered":"Human bias is a huge problem for AI. Here\u2019s how we\u2019re going to fix it"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/human-bias-is-a-huge-problem-for-ai-heres-how-were-going-to-fix-it.jpg\"><\/a><\/p>\n<p>Machines don\u2019t actually have bias. AI doesn\u2019t \u2018want\u2019 something to be true or false for reasons that can\u2019t be explained through logic. Unfortunately human bias exists in machine learning from the creation of an algorithm to the interpretation of data \u2013 and until now hardly anyone has tried to solve this huge problem.<\/p>\n<p>A team of scientists from Czech Republic and Germany recently conducted research to determine the effect human cognitive bias has on interpreting the output used to create machine learning rules.<\/p>\n<p>The team\u2019s <a href=\"https:\/\/arxiv.org\/pdf\/1804.02969.pdf\" target=\"_blank\" rel=\"nofollow noopener\">white paper<\/a> explains how 20 different cognitive biases could potentially alter the development of machine learning rules and proposes methods for \u201cdebiasing\u201d them.<\/p>\n<p><!-- Link: <a href=\"https:\/\/thenextweb.com\/artificial-intelligence\/2018\/04\/10\/human-bias-huge-problem-ai-heres-going-fix\/\">https:\/\/thenextweb.com\/artificial-intelligence\/2018\/04\/10\/hu...going-fix\/<\/a> --><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machines don\u2019t actually have bias. AI doesn\u2019t \u2018want\u2019 something to be true or false for reasons that can\u2019t be explained through logic. Unfortunately human bias exists in machine learning from the creation of an algorithm to the interpretation of data \u2013 and until now hardly anyone has tried to solve this huge problem. A team [\u2026]<\/p>\n","protected":false},"author":396,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[41,6],"tags":[],"class_list":["post-77690","post","type-post","status-publish","format-standard","hentry","category-information-science","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/77690","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\/396"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=77690"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/77690\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=77690"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=77690"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=77690"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}