{"id":11,"date":"2025-05-12T21:05:36","date_gmt":"2025-05-12T21:05:36","guid":{"rendered":"https:\/\/innovationframework.org\/?page_id=11"},"modified":"2025-05-29T16:43:47","modified_gmt":"2025-05-29T16:43:47","slug":"innovation-framework","status":"publish","type":"page","link":"https:\/\/innovationframework.org\/","title":{"rendered":"Innovation Framework"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"11\" class=\"elementor elementor-11\">\n\t\t\t\t<div class=\"elementor-element elementor-element-225b1ea e-flex e-con-boxed e-con e-parent\" data-id=\"225b1ea\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-36c3c76 e-flex e-con-boxed e-con e-child\" data-id=\"36c3c76\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-404cf71 elementor-widget elementor-widget-image\" data-id=\"404cf71\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/civilrights.org\/value\/center-civil-rights-technology\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/CCRT_White-Logo-Light-Text-1-r6gfd7cno06185qyq9md319l3cttrpa93fqk0lgocc.png\" title=\"CCRT_White Logo Light Text\" alt=\"CCRT_White Logo Light Text\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65ef20d hfe-nav-menu__align-center elementor-hidden-mobile elementor-hidden-tablet hfe-submenu-icon-arrow hfe-submenu-animation-none hfe-link-redirect-child hfe-nav-menu__breakpoint-tablet elementor-widget elementor-widget-navigation-menu\" data-id=\"65ef20d\" data-element_type=\"widget\" data-settings=\"{&quot;padding_horizontal_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_row_space&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_row_space_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_row_space_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;dropdown_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;width_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;220&quot;,&quot;sizes&quot;:[]},&quot;width_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;width_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;distance_from_menu_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu hfe-layout-horizontal hfe-nav-menu-layout horizontal hfe-pointer__underline hfe-animation__fade\" data-layout=\"horizontal\">\n\t\t\t\t<div role=\"button\" class=\"hfe-nav-menu__toggle elementor-clickable\">\n\t\t\t\t\t<span class=\"screen-reader-text\">Menu<\/span>\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\"  class=\"e-font-icon-svg e-fas-align-justify\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M432 416H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16A16 16 0 0 0 0 48v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<nav class=\"hfe-nav-menu__layout-horizontal hfe-nav-menu__submenu-arrow\" data-toggle-icon=\"&lt;svg aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;e-font-icon-svg e-fas-align-justify&quot; viewBox=&quot;0 0 448 512&quot; xmlns=&quot;http:\/\/www.w3.org\/2000\/svg&quot;&gt;&lt;path d=&quot;M432 416H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16A16 16 0 0 0 0 48v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z&quot;&gt;&lt;\/path&gt;&lt;\/svg&gt;\" data-close-icon=\"&lt;svg aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;e-font-icon-svg e-far-window-close&quot; viewBox=&quot;0 0 512 512&quot; xmlns=&quot;http:\/\/www.w3.org\/2000\/svg&quot;&gt;&lt;path d=&quot;M464 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h416c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48zm0 394c0 3.3-2.7 6-6 6H54c-3.3 0-6-2.7-6-6V86c0-3.3 2.7-6 6-6h404c3.3 0 6 2.7 6 6v340zM356.5 194.6L295.1 256l61.4 61.4c4.6 4.6 4.6 12.1 0 16.8l-22.3 22.3c-4.6 4.6-12.1 4.6-16.8 0L256 295.1l-61.4 61.4c-4.6 4.6-12.1 4.6-16.8 0l-22.3-22.3c-4.6-4.6-4.6-12.1 0-16.8l61.4-61.4-61.4-61.4c-4.6-4.6-4.6-12.1 0-16.8l22.3-22.3c4.6-4.6 12.1-4.6 16.8 0l61.4 61.4 61.4-61.4c4.6-4.6 12.1-4.6 16.8 0l22.3 22.3c4.7 4.6 4.7 12.1 0 16.8z&quot;&gt;&lt;\/path&gt;&lt;\/svg&gt;\" data-full-width=\"yes\">\n\t\t\t\t\t<ul id=\"menu-1-65ef20d\" class=\"hfe-nav-menu\"><li id=\"menu-item-31\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#background\" class = \"hfe-menu-item\">Background<\/a><\/li>\n<li id=\"menu-item-36\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#values\" class = \"hfe-menu-item\">Foundational Values<\/a><\/li>\n<li id=\"menu-item-37\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#pillars\" class = \"hfe-menu-item\">Lifecycle Pillars<\/a><\/li>\n<li id=\"menu-item-32\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#conclusion\" class = \"hfe-menu-item\">Conclusion<\/a><\/li>\n<\/ul> \n\t\t\t\t<\/nav>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea00f6c elementor-widget-mobile__width-initial elementor-hidden-desktop hfe-menu-item-space-between hfe-submenu-icon-arrow hfe-link-redirect-child elementor-widget elementor-widget-navigation-menu\" data-id=\"ea00f6c\" data-element_type=\"widget\" data-settings=\"{&quot;hamburger_align&quot;:&quot;center&quot;,&quot;hamburger_menu_align&quot;:&quot;space-between&quot;,&quot;width_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:300,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;width_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:30,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_flyout_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_menu_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_space_between_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;menu_top_space_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;dropdown_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;dropdown_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;top&quot;:&quot;&quot;,&quot;right&quot;:&quot;&quot;,&quot;bottom&quot;:&quot;&quot;,&quot;left&quot;:&quot;&quot;,&quot;isLinked&quot;:true},&quot;padding_horizontal_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_horizontal_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:15,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;padding_vertical_dropdown_item_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_width_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;toggle_border_radius_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;close_flyout_size_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu__toggle elementor-clickable hfe-flyout-trigger\" tabindex=\"0\">\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" tabindex=\"0\" class=\"e-font-icon-svg e-fas-align-justify\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M432 416H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16A16 16 0 0 0 0 48v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<div class=\"hfe-flyout-wrapper\" >\n\t\t\t\t<div class=\"hfe-flyout-overlay elementor-clickable\"><\/div>\n\t\t\t\t<div class=\"hfe-flyout-container\">\n\t\t\t\t\t<div id=\"hfe-flyout-content-id-ea00f6c\" class=\"hfe-side hfe-flyout-left hfe-flyout-open\" data-layout=\"left\" data-flyout-type=\"normal\">\n\t\t\t\t\t\t<div class=\"hfe-flyout-content push\">\n\t\t\t\t\t\t\t<nav itemscope=\"itemscope\" itemtype=\"https:\/\/schema.org\/SiteNavigationElement\">\n\t\t\t\t\t\t\t\t<ul id=\"menu-1-ea00f6c\" class=\"hfe-nav-menu\"><li id=\"menu-item-31\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#background\" itemprop=\"url\" class = \"hfe-menu-item\">Background<\/a><\/li>\n<li id=\"menu-item-36\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#values\" itemprop=\"url\" class = \"hfe-menu-item\">Foundational Values<\/a><\/li>\n<li id=\"menu-item-37\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#pillars\" itemprop=\"url\" class = \"hfe-menu-item\">Lifecycle Pillars<\/a><\/li>\n<li id=\"menu-item-32\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#conclusion\" itemprop=\"url\" class = \"hfe-menu-item\">Conclusion<\/a><\/li>\n<\/ul>\t\t\t\t\t\t\t<\/nav>\n\t\t\t\t\t\t\t<div class=\"elementor-clickable hfe-flyout-close\" tabindex=\"0\">\n\t\t\t\t\t\t\t\t<svg aria-hidden=\"true\" tabindex=\"0\" class=\"e-font-icon-svg e-far-window-close\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M464 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h416c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48zm0 394c0 3.3-2.7 6-6 6H54c-3.3 0-6-2.7-6-6V86c0-3.3 2.7-6 6-6h404c3.3 0 6 2.7 6 6v340zM356.5 194.6L295.1 256l61.4 61.4c4.6 4.6 4.6 12.1 0 16.8l-22.3 22.3c-4.6 4.6-12.1 4.6-16.8 0L256 295.1l-61.4 61.4c-4.6 4.6-12.1 4.6-16.8 0l-22.3-22.3c-4.6-4.6-4.6-12.1 0-16.8l61.4-61.4-61.4-61.4c-4.6-4.6-4.6-12.1 0-16.8l22.3-22.3c4.6-4.6 12.1-4.6 16.8 0l61.4 61.4 61.4-61.4c4.6-4.6 12.1-4.6 16.8 0l22.3 22.3c4.7 4.6 4.7 12.1 0 16.8z\"><\/path><\/svg>\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fb58da4 e-flex e-con-boxed e-con e-child\" data-id=\"fb58da4\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7bfe6d6 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"7bfe6d6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">INNOVATION<br>\nFRAMEWORK<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4205ec5 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"4205ec5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">A Civil Rights Approach to AI<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45e13bd elementor-align-left elementor-widget__width-initial elementor-mobile-align-left elementor-tablet-align-left elementor-widget elementor-widget-button\" data-id=\"45e13bd\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/civilrights.org\/wp-content\/uploads\/2025\/05\/The-Innovation-Framework.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read the Framework here<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c263325 e-flex e-con-boxed e-con e-parent\" data-id=\"c263325\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-acae9b5 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"acae9b5\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-335f4b8 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"335f4b8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/oVb5jZi81nwdwyvYxTITX8Q6J0-r6gfd98cmq3lvcx12q4x4n5jsvo4ceht3mnuioz6o0.webp\" title=\"oVb5jZi81nwdwyvYxTITX8Q6J0\" alt=\"oVb5jZi81nwdwyvYxTITX8Q6J0\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31dbd38 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"31dbd38\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/AdobeStock_1209231066-scaled-r6gfd3lbhpvvxp57znp5poks8kfx27vf2uqxn17jpc.jpeg\" title=\"Happy african family having fun with device at home. Black parents and child using digital tablet\" alt=\"Happy african american family having fun with device at home. Black parents and child using digital tablet\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3c39a24 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"3c39a24\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/UUJOMsRkCTPXY9OGcfZ6qsS50-r6gfd8aifw2bjqye87qak5e37hsr4pe2ri0d1f0ku8.png\" title=\"UUJOMsRkCTPXY9OGcfZ6qsS50\" alt=\"UUJOMsRkCTPXY9OGcfZ6qsS50\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-46c3162 e-con-full elementor-hidden-desktop elementor-hidden-tablet e-flex e-con e-child\" data-id=\"46c3162\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7ec6636 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"7ec6636\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/oVb5jZi81nwdwyvYxTITX8Q6J0-r6gfd98bh28hu1wlyt9y0iip2tmrw93mtr9n3cvna2.webp\" title=\"oVb5jZi81nwdwyvYxTITX8Q6J0\" alt=\"oVb5jZi81nwdwyvYxTITX8Q6J0\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ea7a02 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"2ea7a02\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/AdobeStock_1209231066-scaled-r6gfd3lacht4t7fwa69dc1km4cgnabshmyqsus5fiy.jpeg\" title=\"Happy african family having fun with device at home. Black parents and child using digital tablet\" alt=\"Happy african american family having fun with device at home. Black parents and child using digital tablet\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-84cf8ba elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"84cf8ba\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/UUJOMsRkCTPXY9OGcfZ6qsS50-r6gfd8ahanzkf992iqai6idx39thctb5bm0895ygnu.png\" title=\"UUJOMsRkCTPXY9OGcfZ6qsS50\" alt=\"UUJOMsRkCTPXY9OGcfZ6qsS50\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f25af93 e-con-full e-flex e-con e-child\" data-id=\"f25af93\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ac7f98 elementor-widget elementor-widget-text-editor\" data-id=\"3ac7f98\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>True innovation means technology works for all of us, especially communities historically pushed to the margins. People of color, women, LGBTQ+ people, people with disabilities,\u00a0 people with limited English proficiency, older individuals, religious minorities, and immigrants all deserve technology that works for them. This Framework serves as a proactive vision for how emerging technology products, tools, and services, with a focus on AI, can be rights inclusive, safe, and equitable for all people. Rights-based design and thoughtful creation go hand-in-hand, building a future that\u2019s better for all.<\/p><p>Companies must integrate civil rights and related principles around equity, fairness, and efficiency into core business practices. To advance that goal we have created a Framework of Foundational Values for managing business decisions and specific Lifecycle Pillars aligned with the AI development pipeline to ensure these values are implemented in practice.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a16d69a elementor-button-info elementor-widget elementor-widget-button\" data-id=\"a16d69a\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/civilrights.org\/wp-content\/uploads\/2025\/05\/The-Innovation-Framework.pdf\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read the Framework here<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a4a31cd e-flex e-con-boxed e-con e-parent\" data-id=\"a4a31cd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b45f17 elementor-widget elementor-widget-video\" data-id=\"6b45f17\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/FtpkCoWfr5Q?si=smUbN-gO5rTNuiOh&quot;,&quot;video_type&quot;:&quot;youtube&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee05dec e-flex e-con-boxed e-con e-parent\" data-id=\"ee05dec\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ab8b96b e-con-full e-flex e-con e-child\" data-id=\"ab8b96b\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d4d607f elementor-widget elementor-widget-heading\" data-id=\"d4d607f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Who we are<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5982d1a elementor-widget elementor-widget-text-editor\" data-id=\"5982d1a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Center for Civil Rights and Technology is a joint project of The Leadership Conference on Civil and Human Rights and The Leadership Conference Education Fund. Launched in September 2023, the Center serves as a hub for advocacy, education, and research at the intersection of civil rights and technology policy. Our experts and partners dive into the most pressing policy issues in three key areas: AI and privacy, industry accountability, and broadband access. We are advocates and experts who understand that a fair and just society does not differentiate between technological innovation and civil rights.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-26444cc e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"26444cc\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6443c78 elementor-widget elementor-widget-image\" data-id=\"6443c78\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-scaled.png\" class=\"attachment-full size-full wp-image-121\" alt=\"\" srcset=\"https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-scaled.png 2560w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-300x200.png 300w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1024x683.png 1024w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-768x512.png 768w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1536x1024.png 1536w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-2048x1366.png 2048w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1200x800.png 1200w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1400x933.png 1400w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-40b2cef e-con-full elementor-hidden-desktop e-flex e-con e-child\" data-id=\"40b2cef\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b291e57 elementor-widget elementor-widget-image\" data-id=\"b291e57\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1707\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-scaled.png\" class=\"attachment-full size-full wp-image-121\" alt=\"\" srcset=\"https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-scaled.png 2560w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-300x200.png 300w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1024x683.png 1024w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-768x512.png 768w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1536x1024.png 1536w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-2048x1366.png 2048w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1200x800.png 1200w, https:\/\/innovationframework.org\/wp-content\/uploads\/2025\/05\/f6a46723505c70e0b3c34d465d6e747a160e3164-1-1400x933.png 1400w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e0a8c26 elementor-widget elementor-widget-menu-anchor\" data-id=\"e0a8c26\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"background\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-231a909 e-flex e-con-boxed e-con e-parent\" data-id=\"231a909\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-90e69bb e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"90e69bb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-74c4bd6 elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"74c4bd6\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/AdobeStock_607907512-scaled-r6gfd4jaxkhiqzv3re7z5jr68o4kdbgh98dpe7ateu.jpeg\" title=\"Happy black kid during medical examination at doctor&#8217;s office.\" alt=\"Happy black kid during medical examination at doctor&#039;s office.\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1db7455 e-con-full e-flex e-con e-child\" data-id=\"1db7455\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-248257e elementor-widget elementor-widget-heading\" data-id=\"248257e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Why this Framework and why now<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b912b42 elementor-widget elementor-widget-text-editor\" data-id=\"b912b42\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Technology is shaping nearly every aspect of modern life, from work, to education, to health care and other essential services. In the past few years, many emerging technological products, services, and tools have become powered by AI. While this technological progress can benefit people, many AI tools also carry tremendous risks. AI-powered systems can work incorrectly due to technical errors, malicious or negligent design, or misuse. Problematic AI-powered systems or uses can result in individuals paying more for the products they buy, failing to be considered for a job, or unfairly paying more for health insurance. They can deny someone access to public benefits or even falsely accuse an individual of a crime. But these real-world harms are not inevitable.<\/p><p>It is the responsibilities of companies and individuals investing in, creating, and using AI and emerging technologies to ensure that the systems they develop and deploy respect people\u2019s civil rights. People need assurances that the technology used by companies that make decisions impacting them actually works and works fairly. Now is the time to move beyond principles and identify concrete measures to ensure that the technologies being used have appropriate guardrails and center people from the start.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad911ed elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"ad911ed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/AdobeStock_607907512-scaled-r6gfd4j794igur7ifcdtezy3m6lhbm6vm516rub1ua.jpeg\" title=\"Happy black kid during medical examination at doctor&#8217;s office.\" alt=\"Happy black kid during medical examination at doctor&#039;s office.\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-12dd7e2 e-flex e-con-boxed e-con e-parent\" data-id=\"12dd7e2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7b31e9a e-con-full e-flex e-con e-child\" data-id=\"7b31e9a\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-818f1f7 elementor-widget elementor-widget-heading\" data-id=\"818f1f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How we did it<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33255fc elementor-widget elementor-widget-text-editor\" data-id=\"33255fc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>We sought a diverse range of input from across the AI ecosystem. We began this process in earnest through deep consultation and collaboration with stakeholders in the fall of 2024. In October 2024, we convened a small group of representatives from industry, including leading developers and deployers of AI, along with civil society, to discuss and gather feedback on our initial outline. We also held several small group and individual feedback sessions with members of the civil rights community, the Center\u2019s <a href=\"https:\/\/civilrights.org\/ccrt-advisory-council\/\">Advisory Council<\/a>, and individual companies, all of which we used to inform our work.<\/p><p>The genesis of this framework started more than a decade ago, with principles and proposed algorithmic and AI safeguards. In 2014, The Leadership Conference, together with leading civil rights and technology organizations, released <a href=\"https:\/\/civilrights.org\/2014\/02\/27\/civil-rights-principles-era-big-data\/\">\u201cCivil Rights Principles for the Era of Big Data\u201d<\/a> and an <a href=\"https:\/\/civilrights.org\/2020\/10\/21\/civil-rights-leaders-announce-principles-to-protect-civil-rights-and-technology\/\">updated version in 2020<\/a>.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fbaf4d2 e-con-full e-flex e-con e-child\" data-id=\"fbaf4d2\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a63a8d2 elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"a63a8d2\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/P1010688-scaled-r6gfd7cthmrug9jn10ya2ffr0qahsrgogirrsq17v4.jpg\" title=\"P1010688\" alt=\"P1010688\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e88eed elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"3e88eed\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/P1010688-scaled-r6gfd7cptmmbtl3eyvlp4h8hec7kypi2mizn7o6vbm.jpg\" title=\"P1010688\" alt=\"P1010688\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f4f5774 e-flex e-con-boxed e-con e-parent\" data-id=\"f4f5774\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f8b8a28 e-con-full e-flex e-con e-child\" data-id=\"f8b8a28\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c1e89c6 elementor-widget elementor-widget-heading\" data-id=\"c1e89c6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">How to use it<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a25f0e8 elementor-widget elementor-widget-text-editor\" data-id=\"a25f0e8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This Innovation Framework turns established rights and principles, agreed upon by civil society and industry alike, into a guide for everyday practice for investors, developers, and deployers of AI. It can be used by C-suite leaders, product teams, and engineers to prioritize effectiveness, fairness, and safety throughout the lifecycle phases of an AI product. It also highlights issues that companies using AI systems should consider before acquiring or deploying that technology. By prioritizing fairness and safety, companies help themselves by building trust with consumers and developing quality products that outlive fleeting trends, leading to sustainable innovation.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d4bb186 e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"d4bb186\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7979e2c elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"7979e2c\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/xmqDpLwcse7MjerHXI66Ce6IsFw-r6gfdc1v787ih46vkcg74aic0jk5orkapw9bx5s79s.webp\" title=\"xmqDpLwcse7MjerHXI66Ce6IsFw\" alt=\"xmqDpLwcse7MjerHXI66Ce6IsFw\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b456483 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"b456483\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/w6f0gABT5BkXv8ibzsANvvUa7jM-r6gfdb40y78gm9jzfhv9apdyeobmo2hwcixdc3y8ci.png\" title=\"w6f0gABT5BkXv8ibzsANvvUa7jM\" alt=\"w6f0gABT5BkXv8ibzsANvvUa7jM\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1c12351 e-con-full elementor-hidden-desktop e-flex e-con e-child\" data-id=\"1c12351\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b7a278e elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"b7a278e\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/xmqDpLwcse7MjerHXI66Ce6IsFw-r6gfdc1u9gj2f0556ahst09vy8l3qnf9zwqfzjet3w.webp\" title=\"xmqDpLwcse7MjerHXI66Ce6IsFw\" alt=\"xmqDpLwcse7MjerHXI66Ce6IsFw\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-04bf375 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"04bf375\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/w6f0gABT5BkXv8ibzsANvvUa7jM-r6gfdb402mhs3e6ibs368iifcupqiybjns2yi9g7a4.png\" title=\"w6f0gABT5BkXv8ibzsANvvUa7jM\" alt=\"w6f0gABT5BkXv8ibzsANvvUa7jM\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6d73234 elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"6d73234\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a6601a5 elementor-widget__width-auto elementor-widget elementor-widget-heading\" data-id=\"a6601a5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\"Rights-based design and thoughtful creation go hand-in-hand, building a future that\u2019s better for all.\"<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ab06a5 e-flex e-con-boxed e-con e-parent\" data-id=\"7ab06a5\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-652230b elementor-widget-mobile__width-inherit elementor-widget elementor-widget-heading\" data-id=\"652230b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Foundational Values<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8daba0d elementor-widget elementor-widget-text-editor\" data-id=\"8daba0d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>With a focus on fairness and trustworthiness, these four Foundational Values can help guide corporate decision-makers with managing business decisions in the development and use of AI.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33bb766 elementor-widget elementor-widget-menu-anchor\" data-id=\"33bb766\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"values\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-f214488 e-con-full e-flex e-con e-child\" data-id=\"f214488\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-fcb3cfa e-con-full e-flex e-con e-child\" data-id=\"fcb3cfa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9c72c70 eael-infobox-icon-bg-shape-none eael-infobox-icon-hover-bg-shape-none elementor-widget elementor-widget-eael-info-box\" data-id=\"9c72c70\" data-element_type=\"widget\" data-widget_type=\"eael-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-infobox icon-on-left\">\n\t            <div class=\"infobox-icon eael-icon-only\">\n\n            \n                            <div class=\"infobox-icon-wrap\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"53\" fill=\"none\" viewBox=\"0 0 54 53\"><path fill=\"#000\" d=\"M22.557.007c.485.246 1.018.376 1.387.82.37-.437.903-.574 1.388-.82h1.135c.86.328 1.79.854 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        <div class=\"infobox-title-section\">\n                <h3 class=\"title\">CIVIL AND HUMAN RIGHTS BY DESIGN<\/h3>            <\/div>\n            <div><p>Every AI system and tool must respect and uphold core tenets of civil and human rights, both in how they are designed and how they are deployed &#8211; putting people first. Civil and Human Rights by Design means embedding these rights into every stage of the development process: ensuring that principles like nondiscrimination, privacy, fairness, and accessibility are not afterthoughts, but foundational design requirements embedded into systems.<\/p><\/div>        <\/div>\n            <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc0a764 eael-infobox-icon-bg-shape-none eael-infobox-icon-hover-bg-shape-none elementor-widget elementor-widget-eael-info-box\" data-id=\"cc0a764\" data-element_type=\"widget\" data-widget_type=\"eael-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-infobox icon-on-left\">\n\t            <div class=\"infobox-icon eael-icon-only\">\n\n            \n                            <div class=\"infobox-icon-wrap\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"55\" height=\"53\" fill=\"none\" viewBox=\"0 0 55 53\"><path fill=\"#000\" d=\"M32.359 25.75c.183-.632 1.566-.593 2.14-.789 3.034-1.037 3.151-5.552.091-6.707-.796-.3-1.755-.091-2.205-.848.124-1.957-.248-4.306-.026-6.218.085-.73.49-.854 1.155-.92 5.552.34 11.606-.43 17.1 0 1.898.15 3.49 1.331 4.051 3.158.372 11.744.046 23.553.164 35.323-.183 2.29-1.834 3.868-4.091 4.097H15.93c-2.355-.196-4.006-1.866-4.208-4.228-.457-5.487.345-11.58-.007-17.126.065-.672.19-1.077.92-1.161 1.475-.17 3.236.15 4.743-.02.229-.078.574-1.377.796-1.774 2.101-3.752 7.62-3.778 9.689 0 .32.587.391 1.278.77 1.794h3.542l.183-.183v-4.404.007Zm20.512 4.587V14.131c0-.052-.32-.73-.385-.835-.293-.444-1.24-1.057-1.748-1.057H34.316v3.914c5.996 1.207 5.963 9.689 0 10.89v3.3h5.07c.626 0 .639 1.527.756 1.938.888 3.217 5.71 3.42 6.812.144.137-.418.215-2.075.737-2.075h5.187l-.007-.013ZM32.36 32.294h-4.822c-1.017 0-.926-1.657-1.187-2.355-1.129-3.008-5.533-3.008-6.661 0-.261.705-.17 2.355-1.188 2.355H13.68V48.75c0 .293.437 1.167.665 1.409.229.241 1.044.73 1.344.73h16.663v-3.731c-1.722-.633-3.223-1.423-4.051-3.158-1.612-3.373.43-7.248 4.051-7.914v-3.79h.007Zm16.604.614c-.841 4.9-7.34 6.217-10.06 1.944-.405-.633-.555-1.285-.868-1.944H34.31v4.22c0 .099-.36.634-.516.706-.385.182-1.194.176-1.716.358-3.164 1.116-3.138 5.69.04 6.76.632.215 2.192.11 2.192 1.102v4.835h16.545c.718 0 2.016-1.194 2.016-1.899V32.901h-3.908v.007Z\"><\/path><path fill=\"#000\" d=\"M22.612 16.78c-.17.262.104 4.261-.026 5.05-.052.34-.222.575-.568.653l-6.511-.026c-.646-.209-.535-1.338-.685-1.88-.907-3.307-5.846-3.366-6.844-.045-.209.685.013 1.566-.73 1.957l-6.63-.039-.495-.854c.306-5.676-.392-11.75 0-17.381C.286 1.853 1.78.346 4.096 0H21.56c.607-.013.966.32 1.038.914.17 1.474-.15 3.249.013 4.756.515.365 1.174.463 1.774.79 4.574 2.511 3.25 9.394-1.774 10.314v.007Zm-1.97-14.822H3.979c-.627 0-1.893 1.265-1.893 1.898v16.696h3.909c.685-4.15 5.773-5.872 8.97-3.177 1.005.848 1.52 1.957 1.958 3.177h3.725v-4.835c0-.098.359-.633.515-.704.353-.163 1.084-.163 1.534-.3 3.099-.94 3.386-5.383.391-6.7-.659-.288-1.292-.203-1.8-.399-.229-.091-.64-.6-.64-.822V1.958h-.006Z\"><\/path><\/svg>                <\/div>\n            \n            \n        <\/div>\n            <div class=\"infobox-content eael-icon-only\">\n                    <div class=\"infobox-title-section\">\n                <h3 class=\"title\">HUMANS ARE INTEGRAL TO AI<\/h3>            <\/div>\n            <div><p>AI development and deployment should consider the lived experiences of people and communities, including the impacts of AI on these people. AI should complement and uplift human work, not replace or undermine it. It is also vital to keep a \u201chuman in the loop\u201d whenever AI is used in decision making processes. While AI may provide insights, a human should be responsible for making determinations that could impact individuals.<\/p><\/div>        <\/div>\n            <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9538471 e-con-full e-flex e-con e-child\" data-id=\"9538471\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-a84ea7b eael-infobox-icon-bg-shape-none eael-infobox-icon-hover-bg-shape-none elementor-widget elementor-widget-eael-info-box\" data-id=\"a84ea7b\" data-element_type=\"widget\" data-widget_type=\"eael-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-infobox icon-on-left\">\n\t            <div class=\"infobox-icon eael-icon-only\">\n\n            \n                            <div class=\"infobox-icon-wrap\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"52\" height=\"54\" fill=\"none\" viewBox=\"0 0 52 54\"><path fill=\"#000\" d=\"M26.576 0c.37.17.817.17 1.22.283 3.864 1.068 6.56 4.788 8.32 8.182 2.884-.013 5.719.044 8.396 1.25.402.183 1.828 1.15 1.942 1.17.163.025.993-.283 1.332-.283 3.532 0 4.764 4.631 1.942 6.617.038 3.394-1.389 6.58-3.218 9.345 1.364 2.244 2.665 4.638 3.067 7.284.088.584.038 1.747.157 2.13.07.226.76.742.955 1.012 1.603 2.262-.144 5.6-2.897 5.6-.314 0-1.213-.315-1.332-.29-.1.019-1.42.93-1.791 1.106-1.829.861-4.292 1.32-6.31 1.37-.773.02-1.502-.126-2.237-.056-1.697 3.274-4.323 6.956-8.006 8.075-.503.157-1.037.22-1.534.39-.603-.044-1.275.063-1.866 0-.277-.025-.918-.201-1.22-.283-3.895-1.056-6.56-4.776-8.32-8.182-.71-.095-1.401.069-2.13.056-2.218-.038-4.927-.572-6.894-1.615-.251-.132-1.232-.848-1.307-.867-.113-.025-.993.283-1.32.276-2.79-.012-4.462-3.18-2.947-5.53.22-.34.949-.911.999-1.08.094-.334-.019-.85.025-1.226.327-3.023 1.596-5.669 3.199-8.189-1.835-2.759-3.274-5.951-3.218-9.345-2.878-1.948-1.59-6.598 1.917-6.598.314 0 1.22.314 1.332.289.113-.025 1.534-.993 1.936-1.17 2.69-1.206 5.499-1.256 8.396-1.25 1.76-3.412 4.424-7.126 8.32-8.182.308-.082.943-.251 1.22-.283h1.866L26.576 0Zm7.573 8.729c-1.389-3.123-4.575-6.825-8.239-6.963-3.978-.15-7.227 3.613-8.773 6.913 2.884.484 5.725 1.187 8.465 2.23 2.784-.955 5.612-1.828 8.547-2.174V8.73ZM14.34 10.288c-2.714-.082-5.687.138-7.974 1.721 1.715 2.64.05 5.637-3.017 5.814.176 2.595 1.138 5.033 2.495 7.214 1.47-1.69 2.985-3.337 4.613-4.883.521-.497 1.213-.886 1.634-1.477.452-2.872 1.263-5.662 2.256-8.39h-.006Zm33.603 7.478c-2.966.031-4.807-3.236-3.017-5.681.044-.296-1.344-.836-1.62-.943-2.03-.78-4.192-.949-6.354-.854.98 2.727 1.79 5.517 2.256 8.39 2.168 2.004 4.349 4.034 6.196 6.359 1.433-2.15 2.357-4.67 2.54-7.271Zm-24.892-5.92c-2.25-.597-4.506-1.225-6.838-1.452-.78 2.175-1.596 4.35-1.973 6.643l4.286-2.721c1.263-.899 3.155-1.44 4.393-2.244.1-.063.188.013.132-.232v.006Zm12.028-1.452a33.055 33.055 0 0 0-3.5.585c-.855.188-2.445.515-3.193.855-.12.056-.188-.05-.145.213 3.124 1.332 6.078 3.086 8.818 5.09-.334-2.337-1.207-4.537-1.974-6.749l-.006.006Zm-31.58 2.024c-2.3 0-2.255 3.526 0 3.557 2.257.031 2.44-3.563 0-3.557Zm44.287 0c-2.42 0-2.3 3.588 0 3.557 2.3-.031 2.313-3.557 0-3.557Zm-22.272.484a46.782 46.782 0 0 0-11.701 6.774c-.773 4.506-.667 9.176-.07 13.694 2.904 2.445 6.38 4.556 9.86 6.121.415.189 1.729.823 2.087.804.358-.018 1.653-.653 2.068-.842 3.462-1.57 6.73-3.607 9.722-5.951.766-4.5.672-9.175.069-13.694-2.954-2.47-6.517-4.656-10.068-6.221-.434-.189-1.565-.735-1.96-.691l-.007.006Zm-13.769 8.603c-.182-.044-.207.076-.314.157-.698.534-1.917 1.854-2.54 2.545-.672.748-1.275 1.572-1.91 2.357-.062.358 4.01 4.72 4.707 5.128-.226-3.393-.326-6.793.05-10.18l.007-.007Zm27.796 10.18c.182.045.207-.075.314-.156.673-.516 1.835-1.773 2.438-2.439.71-.779 1.339-1.64 2.011-2.457.063-.345-4.015-4.726-4.707-5.128.189 3.381.296 6.806-.05 10.18h-.006Zm-25.2 11.219c-.987-2.728-1.798-5.518-2.257-8.39-.427-.59-1.112-.98-1.634-1.477-1.627-1.546-3.135-3.199-4.612-4.883-1.358 2.18-2.32 4.619-2.495 7.214 3.073.176 4.738 3.174 3.016 5.814 2.307 1.583 5.254 1.81 7.982 1.721Zm33.602-7.479c-.176-2.602-1.1-5.122-2.539-7.271-1.847 2.325-4.028 4.355-6.196 6.36-.472 2.872-1.27 5.662-2.256 8.39 2.708.113 5.53-.177 7.88-1.61.227-.2-.308-.804-.42-1.137-.824-2.413 1.042-4.75 3.531-4.732Zm-24.892 5.713c-3.124-1.339-6.077-3.08-8.817-5.09.333 2.337 1.206 4.536 1.973 6.749a33.03 33.03 0 0 0 3.5-.585c.855-.188 2.445-.515 3.193-.855.12-.056.188.05.144-.213l.007-.006Zm12.028 1.659c.773-2.212 1.64-4.412 1.973-6.75a44.603 44.603 0 0 1-8.817 5.09c-.044.264.025.164.145.214.565.258 1.778.528 2.425.685 1.402.34 2.835.585 4.268.754l.006.007ZM2.243 37.744c-1.577 1.665.867 4.091 2.501 2.558 1.76-1.647-.905-4.248-2.501-2.558Zm45.468-.528c-2.27.075-2.275 3.55.075 3.55s2.212-3.632-.075-3.55Zm-13.562 7.246c-2.935-.346-5.763-1.22-8.547-2.174-2.734 1.043-5.58 1.74-8.465 2.23 1.54 3.294 4.795 7.064 8.773 6.913 3.657-.138 6.856-3.846 8.239-6.963v-.006Z\"><\/path><path fill=\"#000\" d=\"M18.815 29.31c-.402.735-1.03 3.45-1.936 3.513-.572.037-1.15-.572-.936-1.144l4.443-10.721c.44-.754 1.2-.792 1.653-.044l4.386 10.564c.39.949-.647 1.785-1.395 1.087-.478-.446-1.15-3.123-1.527-3.25h-4.688v-.005Zm.817-1.779h3.06l.113-.213-1.514-3.633c-.07-.05-.189.17-.226.239-.566 1.043-.95 2.495-1.433 3.607Zm12.236-5.403v8.936h2.023c.107 0 .434.308.49.44.321.735-.188 1.263-.904 1.332-1.697.157-3.714-.069-5.43-.075-1.018-.315-.597-1.697-.07-1.697h1.974c.15-.094.145-.207.163-.358.296-2.527-.238-5.625 0-8.214l-.163-.358h-1.973c-.528 0-.95-1.383.069-1.697 1.722 0 3.739-.233 5.43-.075.716.063 1.219.59.905 1.332-.057.132-.39.44-.49.44h-2.024v-.006Z\"><\/path><\/svg>                <\/div>\n            \n            \n        <\/div>\n            <div class=\"infobox-content eael-icon-only\">\n                    <div class=\"infobox-title-section\">\n                <h3 class=\"title\">AI IS A TOOL, NOT THE SOLUTION<\/h3>            <\/div>\n            <div><p>Societal issues are complex and deeply entangled with one another. AI alone cannot resolve these interlocking issues, but it can serve as one tool among many others to meet challenges and play a role in benefiting everyone. People who are building and deploying AI should recognize this complexity and ensure their AI tools do no harm while, when practicable, improving social, economic, and political equity. This includes working in tandem with broader justice efforts such as policy advocacy, economic community investment, and structural changes that address root causes.<\/p><\/div>        <\/div>\n            <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7720aef eael-infobox-icon-bg-shape-none eael-infobox-icon-hover-bg-shape-none elementor-widget elementor-widget-eael-info-box\" data-id=\"7720aef\" data-element_type=\"widget\" data-widget_type=\"eael-info-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-infobox icon-on-left\">\n\t            <div class=\"infobox-icon eael-icon-only\">\n\n            \n                            <div class=\"infobox-icon-wrap\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"48\" height=\"54\" fill=\"none\" viewBox=\"0 0 48 54\"><path fill=\"#000\" d=\"M27.468 49.332c.038 1.511.298 3.58-1.713 3.794-.949.102-3.2.108-4.142 0-2.018-.227-1.746-2.276-1.714-3.794-1.423-.025-3.143.367-3.706-1.328l-.101-9.973c-.063-.22-1.297-.866-1.62-1.1C.303 26.63 9.863 4.661 26.793 7.867c13.223 2.51 17.605 19.743 7.133 28.299-.841.69-1.809 1.208-2.637 1.865l-.019 9.467c-.19 2.144-2.175 1.866-3.794 1.834h-.007Zm1.891-9.486v-2.788c0-.399 1.568-1.1 1.954-1.36 12.806-8.556 5.35-28.128-9.688-26.073-12.964 1.77-16.6 18.813-5.508 26.117.38.253 1.885.917 1.885 1.316v2.788h4.736v-4.325c-.563-.81-2.295-1.96-2.706-2.745-.45-.86.392-1.758 1.258-1.378.5.215 2.144 2.327 2.441 2.27.658-.43 2.011-2.378 2.738-2.371.727.006 1.17.701.898 1.378-.31.765-2.194 2.068-2.732 2.84v4.325h4.737l-.013.006Zm0 1.898H18.002v1.897h11.357v-1.898Zm0 3.794H18.002v1.897h11.357v-1.897Zm-3.788 3.794h-3.788v1.897h3.788v-1.897ZM7.435 6.667c.284-.05.569.064.803.215.278.184 2.662 2.58 2.833 2.853.588.935-.297 1.916-1.284 1.403-.183-.095-2.757-2.656-2.915-2.89-.405-.613-.158-1.454.563-1.58Zm32.194.005c.835-.114 1.347.828.854 1.58-.152.234-2.732 2.79-2.916 2.89-.98.513-1.871-.467-1.283-1.403.19-.304 2.44-2.562 2.77-2.796.177-.126.347-.24.569-.271h.006Z\"><\/path><path fill=\"#000\" d=\"M10.16 36.19c.905-.12 1.322.842.79 1.633-.227.335-2.39 2.523-2.712 2.738-.955.632-1.967-.323-1.41-1.297.139-.246 2.479-2.593 2.763-2.801.177-.127.348-.24.57-.272ZM23.408.033c.658-.146 1.139.202 1.22.866.083.664.102 3.541-.024 4.13-.209.936-1.733.967-1.872-.21-.089-.783-.108-3.275.012-4.027.057-.348.317-.677.67-.753l-.006-.006ZM.687 22.799c.468-.108 3.857-.108 4.325 0 .93.209.924 1.707-.1 1.865-.589.095-3.694.102-4.231-.019-.905-.202-.911-1.644 0-1.846h.006Zm41.655 0c.468-.108 3.858-.108 4.325 0 .93.209.924 1.707-.1 1.865-.589.095-3.694.102-4.231-.019-.905-.202-.911-1.644 0-1.846h.006ZM36.904 36.19c.284-.05.569.064.803.216.335.221 2.403 2.308 2.662 2.669.803 1.119-.209 2.156-1.296 1.416-.342-.228-2.517-2.397-2.732-2.72-.405-.613-.158-1.454.563-1.58Z\"><\/path><\/svg>                <\/div>\n            \n            \n        <\/div>\n            <div class=\"infobox-content eael-icon-only\">\n                    <div class=\"infobox-title-section\">\n                <h3 class=\"title\">INNOVATION MUST BE SUSTAINABLE<\/h3>            <\/div>\n            <div><p>New, technology-driven solutions to social problems must be environmentally, socially, and economically sustainable to provide long-term benefits. It is imperative that the goal of building quickly to gain market share, competitive leverage, and attract customers does not come at the expense of our communities and the building of efficient technologies. While AI holds the potential to transform industries and drive economic growth, it must be managed to ensure equitable benefits. For AI to be sustainable, its benefits must be accessible to all.<\/p><\/div>        <\/div>\n            <\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dc0ef75 e-flex e-con-boxed e-con e-parent\" data-id=\"dc0ef75\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0fd3ad5 elementor-widget elementor-widget-heading\" data-id=\"0fd3ad5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Lifecycle Pillars<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-45fca82 elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"45fca82\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span lang=\"EN\">Values alone are not enough if they are not put into practice. These Lifecycle Pillars are intended to ensure the Foundational Values are implemented in practice by C-suite leaders, product teams, and engineers at companies throughout the four lifecycle phases: 1) Envisioning, 2) Design, 3) Training and Development, and 4) Deployment and Production.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ac1d3dc elementor-widget__width-initial elementor-widget elementor-widget-menu-anchor\" data-id=\"ac1d3dc\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"pillars\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7e8280 elementor-widget elementor-widget-heading\" data-id=\"d7e8280\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">ENVISIONING<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-329e3bb elementor-widget__width-initial elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"329e3bb\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-329e3bb\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"329e3bb\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"1-identify-appropriate-use-cases\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-5301\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">1. Identify Appropriate Use Cases<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-5301\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"1-identify-appropriate-use-cases\"><p>AI design should be intentional, built with purpose, and implemented with care, recognizing that not all problems can or should be solved with technology. AI systems should be fit for purpose. Where AI is not a good technical approach, or where the application of the technology violates civil rights or harms historically marginalized communities, the AI system should not be deployed.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> Using Inaccurate AI to Transcribe Medical Information<\/span><br \/>Medical AI startups have used generative AI transcription tools to transcribe millions of doctor-patient visits, spanning thousands of clinicians and health systems globally. However, given generative AI&#8217;s tendency to &#8220;hallucinate&#8221; and produce factually inaccurate information, this raises serious risks of miscommunication or misdiagnosis. <a href=\"https:\/\/facctconference.org\/static\/papers24\/facct24-111.pdf\">OpenAI\u2019s Whisper<\/a>, for example, has error rates in up to 80 percent of transcriptions, with nearly 40 percent of inaccuracies <a href=\"https:\/\/apnews.com\/article\/ai-artificial-intelligence-health-business-90020cdf5fa16c79ca2e5b6c4c9bbb14\">deemed harmful or concerning.<\/a> While AI companies advise against the use of generative AI technologies in \u201chigh-risk domains,\u201d they do not actively monitor how models are used and deployed. Thus, the importance of developers identifying appropriate use cases is critical to avoiding harm. Some AI use cases, particularly those where errors can lead to real harm, are simply inappropriate for integration into \u201chigh-risk domains\u201d like health care systems or law enforcement where an error can lead to physical harm or death.<\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"2-center-historically-marginalized-users\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-5302\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">2. Center Historically Marginalized Users<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-5302\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"2-center-historically-marginalized-users\"><p>The internal AI design processes should center historically marginalized users from the beginning of the envisioning process, breaking with the more common methodology of focusing on \u201cideal\u201d or \u201cnormal\u201d users (too often defined as people who share the experiences of those involved in the design process). Building a system that addresses the needs and considerations of these communities with respect to privacy, fairness, and accessibility will advance the creation of more efficient and innovative systems that serve all customers better, with higher accuracy and potentially lower costs.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> M\u0101ori Natural Language Processing (New Zealand)<\/span><br \/><a href=\"https:\/\/blog.papareo.nz\/whisper-is-another-case-study-in-colonisation\/\">Building<\/a> Natural Language Processing (NLP) systems for non-English languages can be difficult because of the lack of training corpus (i.e. the body of data used to train AI) with large volumes of language samples and vetted translations. The aim is most often to expand the number of languages offered by the NLP system, not necessarily to faithfully reflect the nuances of the language\u2019s use among its speakers. <a href=\"https:\/\/www.technologyreview.com\/2022\/04\/22\/1050394\/artificial-intelligence-for-the-people\/\">Te Hiku Media<\/a>, a nonprofit established and overseen by indigenous M\u0101ori community leaders, aims to preserve te reo, the M\u0101ori language, and actively undo violent policies of assimilation that led to the rapid decline in the number of te reo speakers. Te Hiku established new data access and uses indigenous data sovereignty protocols that <a href=\"https:\/\/blog.papareo.nz\/whisper-is-another-case-study-in-colonisation\/\">prioritize M\u0101ori values <\/a>and principles on how the data are used by others. With these data, they build digital tools for language exposure and acquisition not only in close collaboration with living tereo speakers in their communities and with the oversight and consent of local tribes, but also in a way that does not endanger M\u0101ori sovereignty.<\/p><p><span style=\"text-decoration: underline;\"><strong>Resource:<\/strong> Design from the Margins methodology<\/span><br \/>Companies have used the <a href=\"https:\/\/www.de-center.net\/what-is-design-from-the-margins\">De|Center\u2019s Design from the Margins<\/a> methodology (DFM) to design and implement technology and product changes that prioritize the most impacted and vulnerable users. The organization offers practical, step-by-step guidance that is applicable across the stack and on all sizes of projects, based on considerations of human rights, justice, and community-based research. Grounded in the knowledge that when those most marginalized are designed for &#8211; DFM allows technologists to identify and mitigate serious harms, designing interventions that benefit all users. Their research, work, and DFM-based changes to technologies has led to features and tools that now affect billions of people but are based on the needs of highly marginalized communities.<\/p><\/div>\n                <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8d24b34 elementor-widget elementor-widget-heading\" data-id=\"8d24b34\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">DESIGN<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b375667 elementor-widget__width-initial elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"b375667\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-b375667\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"b375667\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"3-co-design-with-communities\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-1881\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">3. Co-Design with Communities<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-1881\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"3-co-design-with-communities\"><p>Companies designing AI systems should be proactive in seeking out impacted and historically marginalized communities to build meaningful products that both avoid harm and benefit these communities, whose experiences provide priceless input for improved design. It is important to ensure those who provide input and engage with the company can understand conceptually how the AI system works, what it\u2019s intended to do, and how it affects them. Companies should also compensate those consulted for their time and effort. Finally, impacted and historically marginalized communities may include company workers themselves, and these populations should also be consulted.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> Examining LLM Data for Bias with the Disability Community<\/span><br \/>A 2023 Google Research study examining biases in Large Language Model (LLM) training data underscores the need to involve impacted and historically marginalized communities in identifying and addressing AI bias. Researchers worked with people with disabilities to analyze an LLM\u2019s outputs, revealing that while responses were rarely overtly offensive, they often reinforced subtle yet harmful stereotypes. Google has used this (and other) research to support their Disability Innovation program, which informs the creation of Google technology that is accessible to people with disabilities. This study highlights the importance of community engagement in uncovering nuanced biases that standard detection methods or external reviewers might miss, creating a better and more trusted product.<\/p><p><strong><span style=\"text-decoration: underline;\">Resource:<\/span><\/strong> <span style=\"text-decoration: underline;\">Partnership on AI&#8217;s Guidance for Inclusive AI<\/span><br \/>PAI\u2019s newly released Guidance for Inclusive AI provides commercial sector AI developers and deployers with a framework for ethically engaging with the public, particularly socially marginalized communities. Building on the expertise of civil society advocates, industry practitioners, and academic researchers, as well as on insights from different disciplines and domains, the guidance establishes a different standard for public engagement in the AI sector. It focuses on meaningful public engagement with an<br \/>emphasis on broadening developers\u2019 understanding of the historical and social contexts in which their technology will operate to ensure AI products are designed for the full spectrum of people who will interact with them in their daily lives.<\/p><\/div>\n                <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f36fb90 elementor-widget elementor-widget-heading\" data-id=\"f36fb90\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">TRAINING &amp; DEVELOPMENT<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2a83d5 elementor-widget__width-initial elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"b2a83d5\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-b2a83d5\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"b2a83d5\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"4-set-norms-and-standards-around-build-processes\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-1871\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">4. Set Norms and Standards Around Build Processes<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-1871\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"4-set-norms-and-standards-around-build-processes\"><p>Shared development norms can reduce bias, provide transparency, and create a culture of accountability. Regularized best practices are emerging across the entire AI lifecycle, including hiring qualified and representative build teams, conducting common team trainings, running cyclical research and assessment phases, publishing development documentation and build processes, and providing access for third party audits and assessments. These practices provide scaffolding that increases transparency across the process, thus reducing individual biases and creating a path to improvement over time. They also provide demonstrable yardsticks by which deployers can assess one AI product versus another.<\/p><p><strong><span style=\"text-decoration: underline;\">Case Study:\u00a0<\/span><\/strong><span style=\"text-decoration: underline;\">Anthropic&#8217;s Constitutional AI Approach to Values-Aligned Generative AI<\/span><br \/>Constitutional AI (CAI) is an approach to developing generative AI systems that involves building certain behavioral constraints and values directly into the training process, rather than trying to add them after the fact. The \u201cconstitution\u201d is meant to define how AI models should handle sensitive topics, respect user privacy, and avoid illegal activities. CAI pushes teams to be intentional and systematic about value alignment, rather than treating it as an optional add-on. This creates a framework for consistent decision making across the development process and ensures a safe and trusted product.<\/p><p><strong><span style=\"text-decoration: underline;\">Resource: <\/span><\/strong><span style=\"text-decoration: underline;\">Norms and Standards for Build Processes<\/span><br \/>Establishing norms and standards around AI build processes helps prevent harm, provide needed safeguards, ensure compliance with existing civil rights laws, and build consumer trust. While the industry values individualism and diverse approaches, standards mitigate risks such as personal bias, inconsistent treatment, and compliance gaps. Customers and consumers will be more willing to try a new product if they know it meets an established standard for safety, efficacy, and fairness.<\/p><p>\u25cf <strong>AI Standards<\/strong><br \/>\u25cb<a href=\"https:\/\/www.nist.gov\/itl\/ai-risk-management-framework\"> NIST Risk Management Framework<\/a><br \/>\u25cb <a href=\"https:\/\/cyber.harvard.edu\/publication\/2020\/principled-ai\">Berkman Klein Center for Internet and Society at Harvard University\u2019s Principled Artificial Intelligence<\/a><br \/>\u25cb <a href=\"https:\/\/www.oecd.org\/content\/dam\/oecd\/en\/publications\/reports\/2023\/02\/advancing-accountability-in-ai_753bf8c8\/2448f04b-en.pdf\">Advancing Accountability in AI (OECD)<\/a><br \/>\u25cb <a href=\"https:\/\/www.iso.org\/standard\/81230.html\">ISO\/IEC 42001:2023 \u2013 AI Management System Standard<\/a><br \/>\u25cb <a href=\"https:\/\/www.gov.uk\/government\/publications\/algorithmic-transparency-template\">UK Algorithmic Transparency Recording Standard<\/a><br \/>\u25cf <strong>Documentation Standards<\/strong><br \/>\u25cb <a href=\"https:\/\/sites.research.google\/datacardsplaybook\/\">Data Cards<\/a><br \/>\u25cb <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2019\/01\/1803.09010.pdf\">Datasheets for Datasets<\/a><br \/>\u25cb <a href=\"https:\/\/techpolicylab.uw.edu\/data-statements\/\">Data Statements<\/a><br \/>\u25cb <a href=\"https:\/\/datanutrition.org\/\">Nutrition Labels for Datasets<\/a><br \/>\u25cb<a href=\"https:\/\/modelcards.withgoogle.com\/\"> Model Cards<\/a><br \/>\u25cb <a href=\"https:\/\/ai.meta.com\/blog\/system-cards-a-new-resource-for-understanding-how-ai-systems-work\/\">System Cards<\/a><br \/>\u25cb<a href=\"https:\/\/dataplatform.cloud.ibm.com\/docs\/content\/wsj\/analyze-data\/factsheets-model-inventory.html?context=cpdaas\"> AI Factsheets<\/a><br \/>\u25cf <strong>Fairness Toolkits<\/strong><br \/>\u25cb <a href=\"https:\/\/research.ibm.com\/blog\/ai-fairness-360\">IBM AI Fairness 360<\/a><br \/>\u25cb <a href=\"https:\/\/developers.google.com\/machine-learning\/guides\/intro-responsible-ai\">Google Responsible AI for Developers<\/a><br \/>\u25cb <a href=\"https:\/\/partnershiponai.org\/about-ml-resources-library\/\">ABOUT ML Documentation, Partnership on AI<\/a><br \/>\u25cb <a href=\"https:\/\/partnershiponai.org\/wp-content\/uploads\/2022\/11\/data-enrichment-guidelines.pdf\">Data Enrichment Sourcing Guidelines, Partnership on AI<\/a><\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"5-create-and-use-representative-data\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-1872\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">5. Create and Use Representative Data<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-1872\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"5-create-and-use-representative-data\"><p>AI should be built on data that are representative and that mitigate foreseeable biases. If the underlying training datasets include social or historical biases, are under-representative of the communities protected by civil rights laws with whom they will be used, or contain factual inaccuracies, the AI itself is likely to perpetuate those problems. There is no such thing as a \u201cperfect\u201d dataset for all use cases, so the data used must be mapped and aligned to the expected use case.<\/p><p><strong><span style=\"text-decoration: underline;\">Resource:<span style=\"text-decoration: underline;\">\u00a0<\/span><\/span><\/strong><span style=\"text-decoration: underline;\">Unrepresentative Data Causing Algorithmic Bias in Health Care<\/span><br \/>A health care algorithm used to manage care for 200 million Americans <a href=\"https:\/\/www.nature.com\/articles\/d41586-019-03228-6\">systematically underestimated Black patients\u2019 medical needs<\/a> because it used health care costs as a proxy for health status \u2014 overlooking systemic disparities in access to care. As a result, Black patients had to be sicker than white patients to receive the same referrals for critical care programs. Researchers found that adjusting the model to use more representative health indicators reduced bias by 84 percent, highlighting how flawed data assumptions can reinforce systemic inequities. This case underscores the need for AI systems to be built on representative data and rigorously tested to prevent amplifying existing biases.<\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"6-protect-sensitive-data\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-1873\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">6. Protect Sensitive Data<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-1873\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"6-protect-sensitive-data\"><p>Companies should minimize data capture to what is reasonably necessary for a specific purpose, limit data sharing with third parties, and regularly delete stored data that is no longer needed. Data minimization does not mean a company has to minimize absolutely the amount of data it uses; rather it means that data collection and use must be proportional and limited to the need. Companies should also only use private personal data to train AI systems if they have the opt-in consent of the individual and meaningful user controls. Such personalization and transparency offer dual benefits: enhancing user security and agency while fostering trust and cultivating sustained product userbases.<\/p><p><strong><span style=\"text-decoration: underline;\">Best Practice:\u00a0<\/span><\/strong><span style=\"text-decoration: underline;\">Privacy by Design<\/span><br \/><a href=\"https:\/\/iapp.org\/resources\/article\/a-guide-to-privacy-by-design\/\">Privacy by design<\/a> is a proactive product development approach that embeds privacy protections into technology, business practices, and systems from the outset, rather than treating privacy as an afterthought. By integrating privacy safeguards throughout the data lifecycle, organizations can enhance user trust, comply with evolving regulations like General Data Protection Regulation (GDPR), and mitigate risks associated with data collection and sharing. Real-world implementations of privacy by design include end-to-end encrypted messaging apps like Signal, search engines that block trackers like DuckDuckGo, systems that provide robust user privacy controls and protective defaults like Apple\u2019s iOS, and the Tor browser and network, which ensure browsing anonymity through relays and multi-layered encryption. These examples highlight how privacy by design not only safeguards personal data but also fosters transparency, accountability, and innovation, making it an essential best practice in responsible data management. They also demonstrate how privacy by design can provide a competitive advantage in the marketplace by appealing to consumers looking for more trustworthy platforms.<\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"7-assess-for-bias-and-discriminatory-impacts\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"4\" aria-controls=\"elementor-tab-content-1874\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">7. Assess for Bias and Discriminatory Impacts<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-1874\" class=\"eael-accordion-content clearfix\" data-tab=\"4\" aria-labelledby=\"7-assess-for-bias-and-discriminatory-impacts\"><p>AI should not automate discrimination or lead to unequal treatment. Before AI systems are deployed, and then as they continue to be operated, maintained, and updated, they must be tested, assessed, and adjusted for unjustified differential impacts, including but not limited to those identified during the co-design phase. If harm mitigation is not possible, organizations should move to decommission the system. Replication of historic inequities or automated segregation is not innovative.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> Airbnb\u2019s Monitoring Tool \u201cProject Lighthouse\u201d Reduces Bias Over Time<\/span><br \/><a href=\"https:\/\/news.airbnb.com\/2024-project-lighthouse-update\/\">Project Lighthouse<\/a>, developed by Airbnb in 2020, is an assessment tool designed to monitor racial bias on the platform, specifically focusing on \u201cbooking success rates.\u201d Initial racial disparities showed that Black guests booked at a 91.4 percent success rate compared to 94.1 percent for white guests. An updated report in 2023 shows that success rates for all groups rose above 94 percent, though disparities continue to persist. Airbnb continues to invest in monitoring and addressing these disparities through product policies and feature updates. Project Lighthouse demonstrates the importance of ongoing bias assessment to identify and address discrimination during the development and post-deployment stages of a product to ensure fairness for all consumers. Programs like this increase consumer trust in Airbnb\u2019s products and services, benefiting the company\u2019s bottom line.<\/p><\/div>\n                <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9575e8f elementor-widget elementor-widget-heading\" data-id=\"9575e8f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">DEVELOPMENT &amp; PRODUCTION<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-22768a1 elementor-widget__width-initial elementor-widget elementor-widget-eael-adv-accordion\" data-id=\"22768a1\" data-element_type=\"widget\" data-widget_type=\"eael-adv-accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"eael-adv-accordion\" id=\"eael-adv-accordion-22768a1\" data-scroll-on-click=\"no\" data-scroll-speed=\"300\" data-accordion-id=\"22768a1\" data-accordion-type=\"accordion\" data-toogle-speed=\"300\">\n    <div class=\"eael-accordion-list\">\n                <div id=\"8-close-the-feedback-loop\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"1\" aria-controls=\"elementor-tab-content-3611\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">8. Close the Feedback Loop<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-3611\" class=\"eael-accordion-content clearfix\" data-tab=\"1\" aria-labelledby=\"8-close-the-feedback-loop\"><p>Including impacted and historically marginalized communities in the product design is necessary but not sufficient. Developers must also then return to those original designs to confirm they have built in alignment with the original intent, document their actions, and communicate with those communities to close the feedback loop on what was actually built. This should enable conversation about whether the product successfully addressed their concerns or needs to be further modified.<\/p><p><strong><span style=\"text-decoration: underline;\">Best Practice: <\/span><\/strong><span style=\"text-decoration: underline;\">Community Consultation Practices at All Stages of Development<\/span><br \/>Technology companies should involve impacted and historically marginalized communities throughout the entire product lifecycle, from design to deployment, ensuring ongoing feedback. While there are consultation programs at some technology companies to engage with external stakeholders early in the design process, these efforts do not represent a complete implementation of this principle, because they very rarely, if ever, encompass closing the feedback loop through re-consultation during the development and post-development stages. This is particularly relevant for AI tools built for historically marginalized populations, such as educational tools for children or AI monitoring tools for older individuals, which may be deployed and run in production without any feedback from those communities on whether they address the actual need or have the positive impact initially intended. This gap could be addressed through closing the feedback loop beyond deployment by involving those communities in an assessment of actual value.<\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"9-integrate-clear-mechanisms-for-accountability\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"2\" aria-controls=\"elementor-tab-content-3612\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">9. Integrate Clear Mechanisms for Accountability<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-3612\" class=\"eael-accordion-content clearfix\" data-tab=\"2\" aria-labelledby=\"9-integrate-clear-mechanisms-for-accountability\"><p>For every AI system, there should be clear mechanisms for accountability. Both developers and deployers bear responsibilities as systems are designed, created, and used. Accountability starts with a known responsible and accountable entity (i.e., an organization, other point of contact) that can provide transparency into the inputs and outputs of the system and who can update, pause, or decommission the AI. Further mechanisms can include infrastructure to allow advocates, regulators, or auditors to test AI systems and recourse for individuals who have been harmed by the systems. There must be internal accountability structures and processes, including incorporating civil rights by design into a company\u2019s employee training and assessment or auditing processes. It is also vital to have clear lines of responsibility for ensuring those mechanisms are implemented.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> Responsible Practices for Synthetic Media<\/span><br \/>Clear AI accountability mechanisms \u2014 both community-driven and legally mandated \u2014 are still emerging. A strong example of a voluntary mechanism is the Partnership on AI\u2019s <a href=\"https:\/\/syntheticmedia.partnershiponai.org\/\">Responsible Practices for Synthetic Media<\/a>, a framework for the ethical development, creation, and sharing of AI-generated audiovisual content. This initiative brings together industry leaders, researchers, and civil society groups to establish standards that balance innovation with ethical responsibility, ensuring synthetic media benefits society rather than erodes trust. As AI accountability evolves, there is a significant opportunity for industry to lead the way in identifying, building, and communicating new mechanisms for safe and transparent AI.<\/p><\/div>\n                <\/div><div class=\"eael-accordion-list\">\n                <div id=\"10-monitor-and-improve-consistently\" class=\"elementor-tab-title eael-accordion-header\" tabindex=\"0\" data-tab=\"3\" aria-controls=\"elementor-tab-content-3613\"><span class=\"eael-advanced-accordion-icon-closed\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-advanced-accordion-icon-opened\"><svg aria-hidden=\"true\" class=\"fa-accordion-icon e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span><span class=\"eael-accordion-tab-title\">10. Monitor and Improve Consistently<\/span><svg aria-hidden=\"true\" class=\"fa-toggle e-font-icon-svg e-fas-angle-right\" viewBox=\"0 0 256 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.3 273l-136 136c-9.4 9.4-24.6 9.4-33.9 0l-22.6-22.6c-9.4-9.4-9.4-24.6 0-33.9l96.4-96.4-96.4-96.4c-9.4-9.4-9.4-24.6 0-33.9L54.3 103c9.4-9.4 24.6-9.4 33.9 0l136 136c9.5 9.4 9.5 24.6.1 34z\"><\/path><\/svg><\/div><div id=\"elementor-tab-content-3613\" class=\"eael-accordion-content clearfix\" data-tab=\"3\" aria-labelledby=\"10-monitor-and-improve-consistently\"><p>AI systems should be built to be reliable and stable over time. However, they must also be flexible and responsive to the inevitable shifts of a changing world (such as security issues, user expectations, system bugs, and changes in data input). Developers and deployers should rigorously monitor their AI systems for emerging issues or shifts and update them frequently and regularly to provide better service over time. It is critical that companies evaluate whether an AI system is working properly, without harm or bias. That means documenting and assessing outcomes as well as looking for harmful impacts and inaccurate outputs. Automated monitoring with pre-determined thresholds can also help to rapidly identify and respond to threats or harms, which can reduce the harm footprint to consumers as well as costs to the company.<\/p><p><span style=\"text-decoration: underline;\"><strong>Case Study:<\/strong> IDs in Apple Wallet<\/span><br \/>When Apple launched its \u201c<a href=\"https:\/\/www.apple.com\/legal\/privacy\/data\/en\/identity\/\">IDs in Wallet<\/a>\u201d feature, which allows iPhone users to add a digital copy of their state-issued identification card to their Wallet app as an alternative way to provide identity and age verification, it built in mechanisms to monitor for post-deployment bias in the identity verification process. To do so, Apple introduced a voluntary, <a href=\"https:\/\/partnershiponai.org\/paper\/eyes-off-my-data\/10\/\">privacy-preserving data collection mechanism<\/a> (differentially private federated statistics) to collect age, sex, race\/ethnicity (if available), and apparent skin tone from the identification cards of users who opt-in, in order to determine whether patterns of bias exist between those who successfully complete the verification process to activate their digital ID and those who do not. User data is anonymized and aggregated to minimize any risks associated with sensitive data collection to the user.<\/p><\/div>\n                <\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-50ddb92 e-flex e-con-boxed e-con e-parent\" data-id=\"50ddb92\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-44f82dc elementor-widget elementor-widget-menu-anchor\" data-id=\"44f82dc\" data-element_type=\"widget\" data-widget_type=\"menu-anchor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-menu-anchor\" id=\"conclusion\"><\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a42a5f elementor-widget elementor-widget-image\" data-id=\"5a42a5f\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/AdobeStock_1356487331-scaled-r6gfd3l92vx4glr7cb6skn6nijjuzzoyijd1ytge0w.jpeg\" title=\"Teamwork brainstorm. Diverse multiracial colleagues woman in chair for people with disability working together. Group of people sitting in creative office discussing business. Young professional team.\" alt=\"Teamwork brainstorm. Diverse multiracial colleagues woman in chair for people with disability working together. Group of people sitting in creative office discussing business. Young professional team\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-74ea3fb e-con-full e-flex e-con e-child\" data-id=\"74ea3fb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-26df25b elementor-widget elementor-widget-heading\" data-id=\"26df25b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Conclusion<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-167c64f elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"167c64f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>This Framework is the first step in establishing what companies investing in, envisioning, designing, developing, and using AI systems must consider to create inclusive technology. Creating assessment tools that incorporate the values and pillars discussed throughout this Framework is imperative to hold entities in the AI lifecycle accountable and create more explicit and transparent metrics. Moreover, there are opportunities to use this Framework as a foundation for assessing the inclusivity of AI technology stemming from specific sectors, including health care, banking, and housing. To ensure technology, including AI, truly benefits people and society, companies must be proactive and take action to ensure positive outcomes and a better future.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ab6b59b e-con-full e-flex e-con e-parent\" data-id=\"ab6b59b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;gradient&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-bc35357 e-con-full e-flex e-con e-child\" data-id=\"bc35357\" data-element_type=\"container\">\n\t\t<div class=\"elementor-element elementor-element-221a28e e-con-full elementor-hidden-tablet elementor-hidden-mobile e-flex e-con e-child\" data-id=\"221a28e\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6488535 elementor-widget elementor-widget-image\" data-id=\"6488535\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/civilrights.org\/value\/center-civil-rights-technology\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/CCRT_CCRT-Dual-Lockup-White-r6gfd4j9czrvf8xerhnph39fpkwzcwwad694m7d814.png\" title=\"CCRT_CCRT Dual Lockup White\" alt=\"CCRT_CCRT Dual Lockup White\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2eee052 e-con-full elementor-hidden-desktop e-flex e-con e-child\" data-id=\"2eee052\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-48657b5 elementor-widget elementor-widget-image\" data-id=\"48657b5\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/civilrights.org\/value\/center-civil-rights-technology\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/CCRT_White-Logo-Light-Text-1-r6gfd7cnesmeeh5lxksshvdtvxhwseroqkc7dw23wo.png\" title=\"CCRT_White Logo Light Text\" alt=\"CCRT_White Logo Light Text\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a237ab8 elementor-hidden-desktop elementor-widget elementor-widget-image\" data-id=\"a237ab8\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/civilrights.org\/\">\n\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/innovationframework.org\/wp-content\/uploads\/elementor\/thumbs\/CCRT_White-Leadersip-Conference-and-Education-Fund-r6gfd7cnesmeeh5lxksshvdtvxhwseroqkc7dw23wo.png\" title=\"CCRT_White Leadersip Conference and Education Fund\" alt=\"CCRT_White Leadersip Conference and Education Fund\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c309ddb hfe-nav-menu__align-center elementor-widget__width-inherit elementor-hidden-tablet elementor-hidden-mobile hfe-submenu-icon-arrow hfe-submenu-animation-none hfe-link-redirect-child hfe-nav-menu__breakpoint-tablet elementor-widget elementor-widget-navigation-menu\" data-id=\"c309ddb\" data-element_type=\"widget\" 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data-widget_type=\"navigation-menu.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t<div class=\"hfe-nav-menu hfe-layout-horizontal hfe-nav-menu-layout horizontal hfe-pointer__underline hfe-animation__fade\" data-layout=\"horizontal\">\n\t\t\t\t<div role=\"button\" class=\"hfe-nav-menu__toggle elementor-clickable\">\n\t\t\t\t\t<span class=\"screen-reader-text\">Menu<\/span>\n\t\t\t\t\t<div class=\"hfe-nav-menu-icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\"  class=\"e-font-icon-svg e-fas-align-justify\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M432 416H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16A16 16 0 0 0 0 48v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<nav class=\"hfe-nav-menu__layout-horizontal hfe-nav-menu__submenu-arrow\" data-toggle-icon=\"&lt;svg aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;e-font-icon-svg e-fas-align-justify&quot; viewBox=&quot;0 0 448 512&quot; xmlns=&quot;http:\/\/www.w3.org\/2000\/svg&quot;&gt;&lt;path d=&quot;M432 416H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16a16 16 0 0 0-16 16v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16v-32a16 16 0 0 0-16-16zm0-128H16A16 16 0 0 0 0 48v32a16 16 0 0 0 16 16h416a16 16 0 0 0 16-16V48a16 16 0 0 0-16-16z&quot;&gt;&lt;\/path&gt;&lt;\/svg&gt;\" data-close-icon=\"&lt;svg aria-hidden=&quot;true&quot; tabindex=&quot;0&quot; class=&quot;e-font-icon-svg e-far-window-close&quot; viewBox=&quot;0 0 512 512&quot; xmlns=&quot;http:\/\/www.w3.org\/2000\/svg&quot;&gt;&lt;path d=&quot;M464 32H48C21.5 32 0 53.5 0 80v352c0 26.5 21.5 48 48 48h416c26.5 0 48-21.5 48-48V80c0-26.5-21.5-48-48-48zm0 394c0 3.3-2.7 6-6 6H54c-3.3 0-6-2.7-6-6V86c0-3.3 2.7-6 6-6h404c3.3 0 6 2.7 6 6v340zM356.5 194.6L295.1 256l61.4 61.4c4.6 4.6 4.6 12.1 0 16.8l-22.3 22.3c-4.6 4.6-12.1 4.6-16.8 0L256 295.1l-61.4 61.4c-4.6 4.6-12.1 4.6-16.8 0l-22.3-22.3c-4.6-4.6-4.6-12.1 0-16.8l61.4-61.4-61.4-61.4c-4.6-4.6-4.6-12.1 0-16.8l22.3-22.3c4.6-4.6 12.1-4.6 16.8 0l61.4 61.4 61.4-61.4c4.6-4.6 12.1-4.6 16.8 0l22.3 22.3c4.7 4.6 4.7 12.1 0 16.8z&quot;&gt;&lt;\/path&gt;&lt;\/svg&gt;\" data-full-width=\"yes\">\n\t\t\t\t\t<ul id=\"menu-1-c309ddb\" class=\"hfe-nav-menu\"><li id=\"menu-item-31\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#background\" itemprop=\"url\" class = \"hfe-menu-item\">Background<\/a><\/li>\n<li id=\"menu-item-36\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#values\" itemprop=\"url\" class = \"hfe-menu-item\">Foundational Values<\/a><\/li>\n<li id=\"menu-item-37\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#pillars\" itemprop=\"url\" class = \"hfe-menu-item\">Lifecycle Pillars<\/a><\/li>\n<li id=\"menu-item-32\" itemprop=\"name\" class=\"menu-item menu-item-type-custom menu-item-object-custom parent hfe-creative-menu\"><a href=\"\/#conclusion\" itemprop=\"url\" class = \"hfe-menu-item\">Conclusion<\/a><\/li>\n<\/ul> \n\t\t\t\t<\/nav>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5303116 elementor-shape-circle elementor-grid-mobile-0 e-grid-align-mobile-center elementor-grid-0 e-grid-align-center elementor-widget elementor-widget-social-icons\" data-id=\"5303116\" data-element_type=\"widget\" data-widget_type=\"social-icons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-social-icons-wrapper elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-facebook elementor-animation-grow elementor-repeater-item-a1de236\" href=\"https:\/\/www.facebook.com\/civilandhumanrights\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Facebook<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-facebook\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M504 256C504 119 393 8 256 8S8 119 8 256c0 123.78 90.69 226.38 209.25 245V327.69h-63V256h63v-54.64c0-62.15 37-96.48 93.67-96.48 27.14 0 55.52 4.84 55.52 4.84v61h-31.28c-30.8 0-40.41 19.12-40.41 38.73V256h68.78l-11 71.69h-57.78V501C413.31 482.38 504 379.78 504 256z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-x-twitter elementor-animation-grow elementor-repeater-item-6b8ca5b\" href=\"https:\/\/twitter.com\/civilrightsorg\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">X-twitter<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-x-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M389.2 48h70.6L305.6 224.2 487 464H345L233.7 318.6 106.5 464H35.8L200.7 275.5 26.8 48H172.4L272.9 180.9 389.2 48zM364.4 421.8h39.1L151.1 88h-42L364.4 421.8z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-youtube elementor-animation-grow elementor-repeater-item-b4a4baf\" href=\"https:\/\/www.youtube.com\/user\/LCCREF\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Youtube<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-youtube\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M549.655 124.083c-6.281-23.65-24.787-42.276-48.284-48.597C458.781 64 288 64 288 64S117.22 64 74.629 75.486c-23.497 6.322-42.003 24.947-48.284 48.597-11.412 42.867-11.412 132.305-11.412 132.305s0 89.438 11.412 132.305c6.281 23.65 24.787 41.5 48.284 47.821C117.22 448 288 448 288 448s170.78 0 213.371-11.486c23.497-6.321 42.003-24.171 48.284-47.821 11.412-42.867 11.412-132.305 11.412-132.305s0-89.438-11.412-132.305zm-317.51 213.508V175.185l142.739 81.205-142.739 81.201z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-instagram elementor-animation-grow elementor-repeater-item-71da91d\" href=\"https:\/\/www.instagram.com\/civilrightsorg\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Instagram<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-instagram\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M224.1 141c-63.6 0-114.9 51.3-114.9 114.9s51.3 114.9 114.9 114.9S339 319.5 339 255.9 287.7 141 224.1 141zm0 189.6c-41.1 0-74.7-33.5-74.7-74.7s33.5-74.7 74.7-74.7 74.7 33.5 74.7 74.7-33.6 74.7-74.7 74.7zm146.4-194.3c0 14.9-12 26.8-26.8 26.8-14.9 0-26.8-12-26.8-26.8s12-26.8 26.8-26.8 26.8 12 26.8 26.8zm76.1 27.2c-1.7-35.9-9.9-67.7-36.2-93.9-26.2-26.2-58-34.4-93.9-36.2-37-2.1-147.9-2.1-184.9 0-35.8 1.7-67.6 9.9-93.9 36.1s-34.4 58-36.2 93.9c-2.1 37-2.1 147.9 0 184.9 1.7 35.9 9.9 67.7 36.2 93.9s58 34.4 93.9 36.2c37 2.1 147.9 2.1 184.9 0 35.9-1.7 67.7-9.9 93.9-36.2 26.2-26.2 34.4-58 36.2-93.9 2.1-37 2.1-147.8 0-184.8zM398.8 388c-7.8 19.6-22.9 34.7-42.6 42.6-29.5 11.7-99.5 9-132.1 9s-102.7 2.6-132.1-9c-19.6-7.8-34.7-22.9-42.6-42.6-11.7-29.5-9-99.5-9-132.1s-2.6-102.7 9-132.1c7.8-19.6 22.9-34.7 42.6-42.6 29.5-11.7 99.5-9 132.1-9s102.7-2.6 132.1 9c19.6 7.8 34.7 22.9 42.6 42.6 11.7 29.5 9 99.5 9 132.1s2.7 102.7-9 132.1z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-tiktok elementor-animation-grow elementor-repeater-item-59719bb\" href=\"https:\/\/www.tiktok.com\/@civilrightsorg\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Tiktok<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-tiktok\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M448,209.91a210.06,210.06,0,0,1-122.77-39.25V349.38A162.55,162.55,0,1,1,185,188.31V278.2a74.62,74.62,0,1,0,52.23,71.18V0l88,0a121.18,121.18,0,0,0,1.86,22.17h0A122.18,122.18,0,0,0,381,102.39a121.43,121.43,0,0,0,67,20.14Z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon-threads elementor-animation-grow elementor-repeater-item-c4ffc3e\" href=\"https:\/\/www.threads.net\/@civilrightsorg\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\">Threads<\/span>\n\t\t\t\t\t\t<svg class=\"e-font-icon-svg e-fab-threads\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M331.5 235.7c2.2 .9 4.2 1.9 6.3 2.8c29.2 14.1 50.6 35.2 61.8 61.4c15.7 36.5 17.2 95.8-30.3 143.2c-36.2 36.2-80.3 52.5-142.6 53h-.3c-70.2-.5-124.1-24.1-160.4-70.2c-32.3-41-48.9-98.1-49.5-169.6V256v-.2C17 184.3 33.6 127.2 65.9 86.2C102.2 40.1 156.2 16.5 226.4 16h.3c70.3 .5 124.9 24 162.3 69.9c18.4 22.7 32 50 40.6 81.7l-40.4 10.8c-7.1-25.8-17.8-47.8-32.2-65.4c-29.2-35.8-73-54.2-130.5-54.6c-57 .5-100.1 18.8-128.2 54.4C72.1 146.1 58.5 194.3 58 256c.5 61.7 14.1 109.9 40.3 143.3c28 35.6 71.2 53.9 128.2 54.4c51.4-.4 85.4-12.6 113.7-40.9c32.3-32.2 31.7-71.8 21.4-95.9c-6.1-14.2-17.1-26-31.9-34.9c-3.7 26.9-11.8 48.3-24.7 64.8c-17.1 21.8-41.4 33.6-72.7 35.3c-23.6 1.3-46.3-4.4-63.9-16c-20.8-13.8-33-34.8-34.3-59.3c-2.5-48.3 35.7-83 95.2-86.4c21.1-1.2 40.9-.3 59.2 2.8c-2.4-14.8-7.3-26.6-14.6-35.2c-10-11.7-25.6-17.7-46.2-17.8H227c-16.6 0-39 4.6-53.3 26.3l-34.4-23.6c19.2-29.1 50.3-45.1 87.8-45.1h.8c62.6 .4 99.9 39.5 103.7 107.7l-.2 .2zm-156 68.8c1.3 25.1 28.4 36.8 54.6 35.3c25.6-1.4 54.6-11.4 59.5-73.2c-13.2-2.9-27.8-4.4-43.4-4.4c-4.8 0-9.6 .1-14.4 .4c-42.9 2.4-57.2 23.2-56.2 41.8l-.1 .1z\"><\/path><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t\t\t<span class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t<a class=\"elementor-icon elementor-social-icon elementor-social-icon- elementor-animation-grow elementor-repeater-item-a3b723b\" href=\"https:\/\/bsky.app\/profile\/civilrightsorg.bsky.social\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-screen-only\"><\/span>\n\t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"28.000000pt\" height=\"25.000000pt\" viewBox=\"0 0 28.000000 25.000000\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0.000000,25.000000) scale(0.100000,-0.100000)\" fill=\"#000000\" stroke=\"none\"><path d=\"M10 195 c0 -48 25 -85 58 -85 13 0 11 -3 -7 -13 -34 -17 -36 -31 -7 -63 20 -24 28 -27 43 -18 10 6 22 20 28 32 13 29 18 28 32 -8 14 -36 36 -38 68 -6 28 28 25 48 -8 64 -18 9 -19 11 -4 11 33 2 57 38 57 86 0 60 -19 59 -82 -4 l-49 -50 -48 50 c-61 63 -81 64 -81 4z\"><\/path><\/g><\/svg>\t\t\t\t\t<\/a>\n\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f35f556 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