{"id":8037,"date":"2025-12-12T23:02:02","date_gmt":"2025-12-12T22:02:02","guid":{"rendered":"https:\/\/actuary.hu\/weblap3\/?p=8037"},"modified":"2025-12-12T23:13:18","modified_gmt":"2025-12-12T22:13:18","slug":"iaa-papers-to-support-responsible-ai-in-actuarial-practice","status":"publish","type":"post","link":"https:\/\/actuary.hu\/weblap3\/iaa-papers-to-support-responsible-ai-in-actuarial-practice\/","title":{"rendered":"IAA Papers to Support Responsible AI in Actuarial Practice"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"8037\" class=\"elementor elementor-8037\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0f83855 e-flex e-con-boxed e-con e-parent\" data-id=\"0f83855\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-67f65f2 elementor-widget elementor-widget-image\" data-id=\"67f65f2\" data-element_type=\"widget\" data-e-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\" width=\"163\" height=\"40\" src=\"https:\/\/actuary.hu\/weblap3\/wp-content\/uploads\/2020\/04\/logo-iaa.png\" class=\"attachment-large size-large wp-image-372\" 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\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-368f995 e-flex e-con-boxed e-con e-parent\" data-id=\"368f995\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-753426b elementor-widget elementor-widget-text-editor\" data-id=\"753426b\" data-element_type=\"widget\" data-e-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 International Actuarial Association (IAA) is pleased to announce the publication of three papers developed by the IAA\u2019s Artificial Intelligent Task Force (AITF) aimed at raising awareness of the risks that need to be managed when designing, developing, implementing and using AI models and AI systems.<\/p>\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<div class=\"elementor-element elementor-element-4f4198f e-flex e-con-boxed e-con e-parent\" data-id=\"4f4198f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f5f7c67 e-con-full e-flex e-con e-child\" data-id=\"f5f7c67\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f8e1b44 elementor-widget elementor-widget-text-editor\" data-id=\"f8e1b44\" data-element_type=\"widget\" data-e-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 <strong><a href=\"https:\/\/actuaries.org\/paper\/artificial-intelligence-governance-framework\/\">Artificial Intelligence Governance Framework<\/a><\/strong> paper provides foundational guidance on governance areas impacted by AI. It highlights key principles and best practices for managing risks related to data, modelling, and outcomes once AI systems are deployed. The paper is designed to strengthen actuaries\u2019 understanding of governance responsibilities and support their oversight of AI within actuarial and broader financial contexts.<\/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-0961416 e-con-full e-flex e-con e-child\" data-id=\"0961416\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e941d38 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"e941d38\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/actuaries.org\/paper\/artificial-intelligence-governance-framework\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-eb527d1 e-flex e-con-boxed e-con e-parent\" data-id=\"eb527d1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-f45e63a e-con-full e-flex e-con e-child\" data-id=\"f45e63a\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f7ce83d elementor-widget elementor-widget-text-editor\" data-id=\"f7ce83d\" data-element_type=\"widget\" data-e-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<strong> <a href=\"https:\/\/actuaries.org\/paper\/testing-of-artificial-intelligence-models-or-systems\/\">Testing of Artificial Intelligence Models paper<\/a><\/strong> offers guidance on the principles and methodologies that underpin reliable and ethical AI model testing. It outlines a principle-based approach covering data creation, partitioning, assessment of fairness and explainability, evaluation of robustness and accuracy, and the implementation of continuous testing and monitoring throughout the model lifecycle. This paper underscores the actuary\u2019s role in testing, supporting the validation of AI models and enhancing confidence in their use.<\/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-c45fc78 e-con-full e-flex e-con e-child\" data-id=\"c45fc78\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-07ff786 elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"07ff786\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/actuaries.org\/paper\/testing-of-artificial-intelligence-models-or-systems\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4b3aa78 e-flex e-con-boxed e-con e-parent\" data-id=\"4b3aa78\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-5e5ded0 e-con-full e-flex e-con e-child\" data-id=\"5e5ded0\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e262afe elementor-widget elementor-widget-text-editor\" data-id=\"e262afe\" data-element_type=\"widget\" data-e-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 <strong><a href=\"https:\/\/actuaries.org\/paper\/documentation-of-artificial-intelligence-models-or-systems\/\">Documentation of Artificial Intelligence Models<\/a><\/strong> and Systems paper emphasizes the critical importance of clear, comprehensive and proportionate documentation throughout the entire model lifecycle. Recognizing documentation as the backbone of effective governance, the paper outlines essential elements needed to ensure transparency, accountability, regulatory compliance, and continuity of operations. It is intended for model developers, reviewers and validators who rely on consistent, well-structured documentation to support model risk management.<\/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-a445683 e-con-full e-flex e-con e-child\" data-id=\"a445683\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ad702bd elementor-view-default elementor-widget elementor-widget-icon\" data-id=\"ad702bd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-wrapper\">\n\t\t\t<a class=\"elementor-icon\" href=\"https:\/\/actuaries.org\/paper\/documentation-of-artificial-intelligence-models-or-systems\/\">\n\t\t\t<i aria-hidden=\"true\" class=\"far fa-file\"><\/i>\t\t\t<\/a>\n\t\t<\/div>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>The International Actuarial Association (IAA) is pleased to announce the publication of three papers developed by the IAA\u2019s Artificial Intelligent Task Force (AITF) aimed at raising awareness of the risks that need to be managed when designing, developing, implementing and using AI models and AI systems. The Artificial Intelligence Governance Framework paper provides foundational guidance [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":6877,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[3],"tags":[24,23],"class_list":["post-8037","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai","tag-iaa"],"_links":{"self":[{"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/posts\/8037","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/comments?post=8037"}],"version-history":[{"count":7,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/posts\/8037\/revisions"}],"predecessor-version":[{"id":8044,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/posts\/8037\/revisions\/8044"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/media\/6877"}],"wp:attachment":[{"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/media?parent=8037"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/categories?post=8037"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/actuary.hu\/weblap3\/wp-json\/wp\/v2\/tags?post=8037"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}