{"id":66065,"date":"2019-02-01T05:00:35","date_gmt":"2019-02-01T10:00:35","guid":{"rendered":"http:\/\/danielschristian.com\/learning-ecosystems\/?p=66065"},"modified":"2019-01-31T16:38:14","modified_gmt":"2019-01-31T21:38:14","slug":"ai-bias-9-questions-leaders-should-ask-casey","status":"publish","type":"post","link":"http:\/\/danielschristian.com\/learning-ecosystems\/2019\/02\/01\/ai-bias-9-questions-leaders-should-ask-casey\/","title":{"rendered":"AI bias: 9 questions leaders should ask [Casey]"},"content":{"rendered":"<p><a href=\"https:\/\/enterprisersproject.com\/article\/2019\/1\/ai-bias-9-questions-leaders-should-ask\" target=\"_blank\" rel=\"noopener\"><strong>AI bias: 9 questions leaders should ask<\/strong><\/a> &#8212; from enterprisersproject.com by\u00a0Kevin Casey<br \/>\n<em>Artificial intelligence bias can create problems ranging from bad business decisions to injustice. Use these questions to fight off potential biases in your AI systems.<\/em><\/p>\n<p><em>Excerpt:<\/em><\/p>\n<p style=\"padding-left: 30px;\"><strong>People questions to ask about AI bias<\/strong><br \/>\n1. Who is building the algorithms?<br \/>\n2. Do your AI &amp; ML teams take responsibility for how their work will be used?<br \/>\n3. Who should lead an organization\u2019s effort to identify bias in its AI systems?<br \/>\n4. How is my training data constructed?<\/p>\n<p style=\"padding-left: 30px;\"><strong>Data questions to ask about AI bias<\/strong><br \/>\n5. Is the data set comprehensive?<br \/>\n6. Do you have multiple sources of data?<\/p>\n<p style=\"padding-left: 30px;\"><strong>Management questions to ask about AI bias<\/strong><br \/>\n7. What proportion of resources is appropriate for an organization to devote to assessing potential bias?<br \/>\n8. Have you thought deeply about what metrics you use to evaluate your work?<br \/>\n9. How can we test for bias in training data?<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI bias: 9 questions leaders should ask &#8212; from enterprisersproject.com by\u00a0Kevin Casey Artificial intelligence bias can create problems ranging from bad business decisions to injustice. Use these questions to fight off potential biases in your AI systems. Excerpt: People questions to ask about AI bias 1. Who is building the algorithms? 2. Do your AI [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[113,435,356,817,112,210,391,419,482,379,431,309,299],"tags":[],"class_list":["post-66065","post","type-post","status-publish","format-standard","hentry","category-21st-century","category-analytics","category-artificial-intelligence-agents-llms-and-related","category-bots","category-corporate-business-world","category-emerging-technologies","category-human-computer-interaction-hci","category-ideas-teaching","category-intelligent-systems","category-mba","category-organizational-change","category-platforms","category-workplace"],"_links":{"self":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/66065","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/comments?post=66065"}],"version-history":[{"count":2,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/66065\/revisions"}],"predecessor-version":[{"id":66067,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/posts\/66065\/revisions\/66067"}],"wp:attachment":[{"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/media?parent=66065"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/categories?post=66065"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/danielschristian.com\/learning-ecosystems\/wp-json\/wp\/v2\/tags?post=66065"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}