{"id":556,"date":"2022-04-07T11:33:19","date_gmt":"2022-04-07T10:33:19","guid":{"rendered":"https:\/\/forhumanity.center\/definitions\/?post_type=glossary&#038;p=556"},"modified":"2022-04-07T11:42:21","modified_gmt":"2022-04-07T10:42:21","slug":"bias-remediation-policy","status":"publish","type":"glossary","link":"https:\/\/forhumanity.center\/definitions\/glossario\/bias-remediation-policy\/","title":{"rendered":"Bias Remediation Policy"},"content":{"rendered":"<p>a policy formed in accordance with <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/relevant-legal-frameworks\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Relevant Legal Frameworks<\/a>, equality and anti-discrimination law that considers the scope, nature, context and purpose of the AI, algorithmic and <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/autonomous-system\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">autonomous system<\/a>. Encompassing processes such as data inputs, architectural inputs and outcomes and taking note of the <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/data-quality\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Data Quality<\/a>, <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/information-quality\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Information Quality<\/a> and Pipeline Quality to identify:<br>a) Metrics, thresholds and procedures designed to consider data prior to <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/processing\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">processing<\/a><br>b) Metrics, threshold and procedures to examine architectural inputs for <a class=\"glossaryLink\"  href=\"https:\/\/forhumanity.center\/definitions\/glossario\/bias\/\"  data-gt-translate-attributes='[{\"attribute\":\"data-cmtooltip\", \"format\":\"html\"}]'  tabindex='0' role='link'>Bias<\/a><br>c) Metrics, thresholds and procedure to examine outputs for fairness and compliance with Relevant Legal Framework<br>d) Procedures for evaluation of Pipeline Quality, Human-in\/on-the-Loop interfaces<br>e) Procedure for evaluation of Cognitive and <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/non-response-bias\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Non-Response Bias<\/a><br>f) Frequency of review (a) thru (e)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>a policy formed in accordance with <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/relevant-legal-frameworks\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Relevant Legal Frameworks<\/a>, equality and anti-discrimination law that considers the scope, nature, context and purpose of the AI, algorithmic and <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/autonomous-system\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">autonomous system<\/a>. Encompassing processes such as data inputs, architectural inputs and outcomes and taking note of the <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/data-quality\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Data Quality<\/a>, <a class=\"glossaryLink\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/information-quality\/\" data-gt-translate-attributes=\"[{&quot;attribute&quot;:&quot;data-cmtooltip&quot;, &quot;format&quot;:&quot;html&quot;}]\" tabindex=\"0\" role=\"link\">Information Quality<\/a> and Pipeline Quality to identify:a) Metrics, thresholds and &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/forhumanity.center\/definitions\/glossario\/bias-remediation-policy\/\"> <span class=\"screen-reader-text\">Bias Remediation Policy<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":2,"featured_media":0,"menu_order":0,"template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-556","glossary","type-glossary","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v25.1 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Bias Remediation Policy - Definitions<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/forhumanity.center\/definitions\/glossary\/bias-remediation-policy\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Bias Remediation Policy - Definitions\" \/>\n<meta property=\"og:description\" content=\"a policy formed in accordance with Relevant Legal Frameworks, equality and anti-discrimination law that considers the scope, nature, context and purpose of the AI, algorithmic and autonomous system. 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