{"id":3255,"date":"2022-04-08T17:48:54","date_gmt":"2022-04-08T15:48:54","guid":{"rendered":"https:\/\/forhumanity.center\/bok\/?p=3255"},"modified":"2022-06-29T18:01:29","modified_gmt":"2022-06-29T16:01:29","slug":"fh-risk-foundations","status":"publish","type":"post","link":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/","title":{"rendered":"FH Risk Foundations"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3255\" class=\"elementor elementor-3255\" data-elementor-settings=\"[]\">\n\t\t\t\t\t\t\t<div class=\"elementor-section-wrap\">\n\t\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d9cab94 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d9cab94\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e8d03c\" data-id=\"5e8d03c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7666467 elementor-widget elementor-widget-heading\" data-id=\"7666467\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.2 - 22-12-2021 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h5 class=\"elementor-heading-title elementor-size-default\">1. FH foundational reading on risk management (Principles)<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6abba85 elementor-widget elementor-widget-text-editor\" data-id=\"6abba85\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.2 - 22-12-2021 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#818a91;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#818a91;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p><span style=\"font-weight: 400;\">ForHumanity\u2019s mission is to mitigate downside risks posed by AI, algorithmic and autonomous systems. One of the clear ways to mitigate risk is to implement and operationalize a robust &amp; agile Risk Management framework.\u00a0<br \/><\/span><span style=\"font-weight: 400;\">ForHumanity\u2019s approach to risk management is centered on Ethics, Bias Privacy, Trust and Cybersecurity. Considered from a 360 degree multi stakeholder perspective, these pillars encapsulate the range of negative impacts and risk from socio-technical systems.\u00a0 ForHumanity wraps those pillars with<\/span><span style=\"font-weight: 400;\"> a risk management framework that ensures compliance, mitigation and operability including characteristics such as: ethical, human-centric, accountable, governable, overseeable, transparent, documentable, proveable, evidence-based, and independently auditable.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-415e8c5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"415e8c5\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-cc2211f\" data-id=\"cc2211f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1eff0e1 elementor-widget elementor-widget-image\" data-id=\"1eff0e1\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.2 - 22-12-2021 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0892bf0 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0892bf0\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2dd84c1\" data-id=\"2dd84c1\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9e10c31 elementor-widget elementor-widget-text-editor\" data-id=\"9e10c31\" 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<p><span style=\"font-weight: 400;\">In FH context, Risk management will be an essential component to not just enable compliance with the criteria but also be a sustainable method to prevent, detect and respond to emergent risks. ForHumanity advocates for a risk management framework that is omni-directional and multivariate. Multivariate in that the risk framework considers corporate risk (which damages employees and shareholders), risk to humans (which damages users\/clients\/prospects and unwitting participants), societal risk (which damages our systems, groups, communities, markets and collectives) and environmental risks (which damages nature and sustainability considerations).\u00a0 All of these vectors result in a residual risk after optimizing risk mitigations.\u00a0 These residual risks, well disclosed and considered, will empower an increased ability to deal with emerging risks, support concentrated research on novel mitigations and encourage informed acceptance of consequences when residual risk manifests itself.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c690b2f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c690b2f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-c801fa6\" data-id=\"c801fa6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-baf99fd elementor-widget elementor-widget-image\" data-id=\"baf99fd\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-1.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-e3b67b2 elementor-widget elementor-widget-text-editor\" data-id=\"e3b67b2\" 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<p><span style=\"font-weight: 400;\">Read the complete brief here: <\/span><a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/FH-foundational-reading-on-Risk-Management.pdf\"><span style=\"font-weight: 400;\" data-rich-links=\"{\">FH foundational reading on Risk Management. <\/span><\/a><span style=\"font-weight: 400;\">Also read about Low risk AAA system identification process here\u00a0<\/span><a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Identifying-Low-Risk-AI-Algorithmic-and-Autonomous-Systems-v1.1.pdf\"><span style=\"font-weight: 400;\" data-rich-links=\"{\">Identifying Low Risk AI, Algorithmic and Autonomous Systems<\/span><\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-07eb558 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"07eb558\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-140cd4c\" data-id=\"140cd4c\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f4e64f elementor-widget elementor-widget-heading\" data-id=\"6f4e64f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">2. FH Risk Guiding Documents<\/h5>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ecba3cd elementor-widget elementor-widget-heading\" data-id=\"ecba3cd\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Risk Taxonomy<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c6988b1 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"c6988b1\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.5.2 - 22-12-2021 *\/\n.elementor-widget.elementor-icon-list--layout-inline .elementor-widget-container{overflow:hidden}.elementor-widget 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.elementor-icon-list-icon+.elementor-icon-list-text{-ms-flex-item-align:center;align-self:center;padding-left:5px}.elementor-widget .elementor-icon-list-icon{display:-webkit-box;display:-ms-flexbox;display:flex}.elementor-widget .elementor-icon-list-icon svg{width:var(--e-icon-list-icon-size,1em);height:var(--e-icon-list-icon-size,1em)}.elementor-widget .elementor-icon-list-icon i{width:1.25em;font-size:var(--e-icon-list-icon-size)}.elementor-widget.elementor-widget-icon-list .elementor-icon-list-icon{text-align:var(--e-icon-list-icon-align)}.elementor-widget.elementor-widget-icon-list .elementor-icon-list-icon svg{margin:var(--e-icon-list-icon-margin,0 calc(var(--e-icon-list-icon-size, 1em) * .25) 0 0)}.elementor-widget.elementor-list-item-link-full_width a{width:100%}.elementor-widget.elementor-align-center .elementor-icon-list-item,.elementor-widget.elementor-align-center .elementor-icon-list-item 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.elementor-icon-list-items{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.elementor-widget:not(.elementor-align-right) .elementor-icon-list-item:after{left:0}.elementor-widget:not(.elementor-align-left) .elementor-icon-list-item:after{right:0}@media (max-width:1024px){.elementor-widget.elementor-tablet-align-center .elementor-icon-list-item,.elementor-widget.elementor-tablet-align-center .elementor-icon-list-item a,.elementor-widget.elementor-tablet-align-center .elementor-icon-list-items{-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}.elementor-widget.elementor-tablet-align-center .elementor-icon-list-item:after{margin:auto}.elementor-widget.elementor-tablet-align-left .elementor-icon-list-items{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start}.elementor-widget.elementor-tablet-align-left .elementor-icon-list-item,.elementor-widget.elementor-tablet-align-left .elementor-icon-list-item a{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start;text-align:left}.elementor-widget.elementor-tablet-align-right .elementor-icon-list-items{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.elementor-widget.elementor-tablet-align-right .elementor-icon-list-item,.elementor-widget.elementor-tablet-align-right .elementor-icon-list-item a{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end;text-align:right}.elementor-widget:not(.elementor-tablet-align-right) .elementor-icon-list-item:after{left:0}.elementor-widget:not(.elementor-tablet-align-left) .elementor-icon-list-item:after{right:0}}@media (max-width:767px){.elementor-widget.elementor-mobile-align-center .elementor-icon-list-item,.elementor-widget.elementor-mobile-align-center .elementor-icon-list-item a,.elementor-widget.elementor-mobile-align-center .elementor-icon-list-items{-webkit-box-pack:center;-ms-flex-pack:center;justify-content:center}.elementor-widget.elementor-mobile-align-center .elementor-icon-list-item:after{margin:auto}.elementor-widget.elementor-mobile-align-left .elementor-icon-list-items{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start}.elementor-widget.elementor-mobile-align-left .elementor-icon-list-item,.elementor-widget.elementor-mobile-align-left .elementor-icon-list-item a{-webkit-box-pack:start;-ms-flex-pack:start;justify-content:flex-start;text-align:left}.elementor-widget.elementor-mobile-align-right .elementor-icon-list-items{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end}.elementor-widget.elementor-mobile-align-right .elementor-icon-list-item,.elementor-widget.elementor-mobile-align-right .elementor-icon-list-item a{-webkit-box-pack:end;-ms-flex-pack:end;justify-content:flex-end;text-align:right}.elementor-widget:not(.elementor-mobile-align-right) .elementor-icon-list-item:after{left:0}.elementor-widget:not(.elementor-mobile-align-left) .elementor-icon-list-item:after{right:0}}<\/style>\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Taxonomy-v2.1.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Risk Taxonomy v2.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ed65fc6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ed65fc6\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-5e9180b\" data-id=\"5e9180b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ddb075c elementor-widget elementor-widget-image\" data-id=\"ddb075c\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-2.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-b494361 elementor-widget elementor-widget-heading\" data-id=\"b494361\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Risk Management Policy<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf569bd elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"cf569bd\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-Policy-Guidance-v1.1.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Risk Management Policy - Guidance v1.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-ea169a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"ea169a3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-bb24662\" data-id=\"bb24662\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0645a4d elementor-widget elementor-widget-image\" data-id=\"0645a4d\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-6.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-d8973bb elementor-widget elementor-widget-heading\" data-id=\"d8973bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Maximizing Risk Mitigation for Humans <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4613d0e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"4613d0e\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Maximizing-risk-mitigation-for-humans-v1.1-.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Maximizing risk mitigation for humans v1.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-f7292cb elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"f7292cb\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-3e55fd0\" data-id=\"3e55fd0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6f922ea elementor-widget elementor-widget-image\" data-id=\"6f922ea\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-4.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-536a455 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"536a455\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4df699b\" data-id=\"4df699b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-384fba6 elementor-widget elementor-widget-heading\" data-id=\"384fba6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Diverse Inputs & Multi-stakeholder feedback <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-318c89a elementor-widget elementor-widget-text-editor\" data-id=\"318c89a\" 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<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/ForHumanity.center_Diverse_Inputs_and_Multi_Stakeholder_Feedback_DIMSF.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\" data-rich-links=\"{\">Diverse Inputs and Multi-Stakeholder Feedback<\/span><\/a><span style=\"font-weight: 400;\"> &amp; associat <\/span><span style=\"font-weight: 400;\">ed guidance <\/span><a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/DIMSF-Guideline-and-template-v1.1.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\" data-rich-links=\"{\">DIMSF &#8211; Guideline and template<\/span><\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-4a4bc76 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4a4bc76\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-6c68ef3\" data-id=\"6c68ef3\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-38faa74 elementor-widget elementor-widget-image\" data-id=\"38faa74\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-5.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-5ba2bd4 elementor-widget elementor-widget-heading\" data-id=\"5ba2bd4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Need for committees <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d17d87e elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"d17d87e\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Responsibilities-of-committees-in-AI-lifecycle-v1.1.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Responsibilities of committees in AI lifecycle v1.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0af620e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0af620e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-02c0ccd\" data-id=\"02c0ccd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2de7f67 elementor-widget elementor-widget-image\" data-id=\"2de7f67\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-7.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-747084a elementor-widget elementor-widget-image\" data-id=\"747084a\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-8.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-57b08a6 elementor-widget elementor-widget-heading\" data-id=\"57b08a6\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">FH Risk Management Process <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-397bfbe elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"397bfbe\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/FH-AI-Risk-Management-Process-v1.1.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">FH - AI Risk Management Process v1.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2367659 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2367659\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-13275d0\" data-id=\"13275d0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-732da8c elementor-widget elementor-widget-image\" data-id=\"732da8c\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-9.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-d8dad6d elementor-widget elementor-widget-image\" data-id=\"d8dad6d\" 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 loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-10-1024x576.jpg\" class=\"attachment-large size-large\" alt=\"\" \/>\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-5e785cb elementor-widget elementor-widget-image\" data-id=\"5e785cb\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-11.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-d32d5db elementor-widget elementor-widget-heading\" data-id=\"d32d5db\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Guidance on operationalizing risk categories from human impact perspective<\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65f6f62 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"65f6f62\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Guidance-on-operationalizing-risk-categories-from-human-impact-perspective-v1.1.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Guidance on operationalizing risk categories from human impact perspective v1.1<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-eb2e76d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb2e76d\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2599693\" data-id=\"2599693\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6b11c1d elementor-widget elementor-widget-image\" data-id=\"6b11c1d\" 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 loading=\"lazy\" decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx-12.jpg\" class=\"attachment-full size-full\" alt=\"\" \/>\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-c4b0fe7 elementor-widget elementor-widget-heading\" data-id=\"c4b0fe7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h6 class=\"elementor-heading-title elementor-size-default\">Guidance on determining Risk Tolerance and Risk Appetite <\/h6>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-00a4d45 elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"00a4d45\" data-element_type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/06\/Risk-Appetite-Risk-Tolerance-guidance-document.pdf\" target=\"_blank\">\n\n\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"fas fa-file-pdf\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Risk Appetite, Risk Tolerance - guidance document<\/span>\n\t\t\t\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>1. FH foundational reading on risk management (Principles) ForHumanity\u2019s mission is to mitigate downside risks posed by AI, algorithmic and autonomous systems. One of the clear ways to mitigate risk is to implement and operationalize a robust &amp; agile Risk Management framework.\u00a0ForHumanity\u2019s approach to risk management is centered on Ethics, Bias Privacy, Trust and Cybersecurity. &hellip;<\/p>\n<p class=\"read-more\"> <a class=\"\" href=\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/\"> <span class=\"screen-reader-text\">FH Risk Foundations<\/span> Read More &raquo;<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23],"tags":[],"class_list":["post-3255","post","type-post","status-publish","format-standard","hentry","category-risk-management"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v17.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>FH Risk Foundations - Body of Knowledge<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/\" \/>\n<meta property=\"og:locale\" content=\"en_GB\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"FH Risk Foundations - Body of Knowledge\" \/>\n<meta property=\"og:description\" content=\"1. FH foundational reading on risk management (Principles) ForHumanity\u2019s mission is to mitigate downside risks posed by AI, algorithmic and autonomous systems. One of the clear ways to mitigate risk is to implement and operationalize a robust &amp; agile Risk Management framework.\u00a0ForHumanity\u2019s approach to risk management is centered on Ethics, Bias Privacy, Trust and Cybersecurity. &hellip; FH Risk Foundations Read More &raquo;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/\" \/>\n<meta property=\"og:site_name\" content=\"Body of Knowledge\" \/>\n<meta property=\"article:published_time\" content=\"2022-04-08T15:48:54+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2022-06-29T16:01:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Admin4Human\" \/>\n\t<meta name=\"twitter:label2\" content=\"Estimated reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"5 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebSite\",\"@id\":\"https:\/\/forhumanity.center\/bok\/#website\",\"url\":\"https:\/\/forhumanity.center\/bok\/\",\"name\":\"Body of Knowledge\",\"description\":\"ForHumanity - Independent Audit of AI Systems\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/forhumanity.center\/bok\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-GB\"},{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#primaryimage\",\"inLanguage\":\"en-GB\",\"url\":\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg\",\"contentUrl\":\"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg\",\"width\":1280,\"height\":720},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#webpage\",\"url\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/\",\"name\":\"FH Risk Foundations - Body of Knowledge\",\"isPartOf\":{\"@id\":\"https:\/\/forhumanity.center\/bok\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#primaryimage\"},\"datePublished\":\"2022-04-08T15:48:54+00:00\",\"dateModified\":\"2022-06-29T16:01:29+00:00\",\"author\":{\"@id\":\"https:\/\/forhumanity.center\/bok\/#\/schema\/person\/9fe92282828f1bcb1c7428e918e2da10\"},\"breadcrumb\":{\"@id\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#breadcrumb\"},\"inLanguage\":\"en-GB\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/forhumanity.center\/bok\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"FH Risk Foundations\"}]},{\"@type\":\"Person\",\"@id\":\"https:\/\/forhumanity.center\/bok\/#\/schema\/person\/9fe92282828f1bcb1c7428e918e2da10\",\"name\":\"Admin4Human\",\"image\":{\"@type\":\"ImageObject\",\"@id\":\"https:\/\/forhumanity.center\/bok\/#personlogo\",\"inLanguage\":\"en-GB\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/45764ad1c4858ce9ebfc83b3d26f2f053be31f0e608c4caced31fe7cb92b63de?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/45764ad1c4858ce9ebfc83b3d26f2f053be31f0e608c4caced31fe7cb92b63de?s=96&d=mm&r=g\",\"caption\":\"Admin4Human\"},\"sameAs\":[\"http:\/\/forhumanity.dev\/web\"],\"url\":\"https:\/\/forhumanity.center\/bok\/author\/admin4human\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"FH Risk Foundations - Body of Knowledge","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/","og_locale":"en_GB","og_type":"article","og_title":"FH Risk Foundations - Body of Knowledge","og_description":"1. FH foundational reading on risk management (Principles) ForHumanity\u2019s mission is to mitigate downside risks posed by AI, algorithmic and autonomous systems. One of the clear ways to mitigate risk is to implement and operationalize a robust &amp; agile Risk Management framework.\u00a0ForHumanity\u2019s approach to risk management is centered on Ethics, Bias Privacy, Trust and Cybersecurity. &hellip; FH Risk Foundations Read More &raquo;","og_url":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/","og_site_name":"Body of Knowledge","article_published_time":"2022-04-08T15:48:54+00:00","article_modified_time":"2022-06-29T16:01:29+00:00","og_image":[{"url":"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg"}],"twitter_card":"summary_large_image","twitter_misc":{"Written by":"Admin4Human","Estimated reading time":"5 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebSite","@id":"https:\/\/forhumanity.center\/bok\/#website","url":"https:\/\/forhumanity.center\/bok\/","name":"Body of Knowledge","description":"ForHumanity - Independent Audit of AI Systems","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/forhumanity.center\/bok\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-GB"},{"@type":"ImageObject","@id":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#primaryimage","inLanguage":"en-GB","url":"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg","contentUrl":"https:\/\/forhumanity.center\/bok\/wp-content\/uploads\/sites\/5\/2022\/04\/Risk-Management-021221-1.pptx.jpg","width":1280,"height":720},{"@type":"WebPage","@id":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#webpage","url":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/","name":"FH Risk Foundations - Body of Knowledge","isPartOf":{"@id":"https:\/\/forhumanity.center\/bok\/#website"},"primaryImageOfPage":{"@id":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#primaryimage"},"datePublished":"2022-04-08T15:48:54+00:00","dateModified":"2022-06-29T16:01:29+00:00","author":{"@id":"https:\/\/forhumanity.center\/bok\/#\/schema\/person\/9fe92282828f1bcb1c7428e918e2da10"},"breadcrumb":{"@id":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#breadcrumb"},"inLanguage":"en-GB","potentialAction":[{"@type":"ReadAction","target":["https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/forhumanity.center\/bok\/fh-risk-foundations\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/forhumanity.center\/bok\/"},{"@type":"ListItem","position":2,"name":"FH Risk Foundations"}]},{"@type":"Person","@id":"https:\/\/forhumanity.center\/bok\/#\/schema\/person\/9fe92282828f1bcb1c7428e918e2da10","name":"Admin4Human","image":{"@type":"ImageObject","@id":"https:\/\/forhumanity.center\/bok\/#personlogo","inLanguage":"en-GB","url":"https:\/\/secure.gravatar.com\/avatar\/45764ad1c4858ce9ebfc83b3d26f2f053be31f0e608c4caced31fe7cb92b63de?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/45764ad1c4858ce9ebfc83b3d26f2f053be31f0e608c4caced31fe7cb92b63de?s=96&d=mm&r=g","caption":"Admin4Human"},"sameAs":["http:\/\/forhumanity.dev\/web"],"url":"https:\/\/forhumanity.center\/bok\/author\/admin4human\/"}]}},"acf":[],"_links":{"self":[{"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/posts\/3255","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/comments?post=3255"}],"version-history":[{"count":65,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/posts\/3255\/revisions"}],"predecessor-version":[{"id":5734,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/posts\/3255\/revisions\/5734"}],"wp:attachment":[{"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/media?parent=3255"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/categories?post=3255"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/forhumanity.center\/bok\/wp-json\/wp\/v2\/tags?post=3255"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}