{"id":970,"date":"2025-01-20T13:13:54","date_gmt":"2025-01-20T12:13:54","guid":{"rendered":"https:\/\/iafer.dasci.es\/?page_id=970"},"modified":"2025-02-26T13:33:43","modified_gmt":"2025-02-26T12:33:43","slug":"aplicacion-de-la-iapg-en-escenarios-de-riesgo","status":"publish","type":"page","link":"https:\/\/iafer.dasci.es\/en\/investigacion\/fiabilidad-en-ia-de-proposito-general\/aplicacion-de-la-iapg-en-escenarios-de-riesgo\/","title":{"rendered":"Application of the IAPG in risk scenarios"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"970\" class=\"elementor elementor-970\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-52cb33b5 e-flex e-con-boxed e-con e-parent\" data-id=\"52cb33b5\" 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-1aacb3d9 elementor-widget elementor-widget-text-editor\" data-id=\"1aacb3d9\" 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\n<p class=\"wp-block-paragraph\">First, we focus on the application of IAPG in risk scenarios, where decisions made by AI can, for example, endanger the physical integrity of people. Real examples will be taken in industry with critical facilities, where the idea is to learn with little data, or there are diverse tasks to be solved. The idea is to investigate the robustness of current IAPG models such as Few-Shot learning and AutoML, among others, and propose solutions to make them more reliable in this field:<\/p>\n\n<ul class=\"wp-block-list\"><\/ul>\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<div class=\"elementor-element elementor-element-a7ed9fb e-grid e-con-boxed e-con e-parent\" data-id=\"a7ed9fb\" 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-a86d05f elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"a86d05f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-disc\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjective 1\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tEstablish prototype scenarios\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\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-63557c2 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"63557c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-shield\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjective 2\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tAssessing the robustness of IAPG methods\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\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-b9f03d7 elementor-view-default elementor-position-block-start elementor-mobile-position-block-start elementor-widget elementor-widget-icon-box\" data-id=\"b9f03d7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-icon-box-wrapper\">\n\n\t\t\t\t\t\t<div class=\"elementor-icon-box-icon\">\n\t\t\t\t<span  class=\"elementor-icon\">\n\t\t\t\t<i aria-hidden=\"true\" class=\"icon icon-git-branch\"><\/i>\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"elementor-icon-box-content\">\n\n\t\t\t\t\t\t\t\t\t<h3 class=\"elementor-icon-box-title\">\n\t\t\t\t\t\t<span  >\n\t\t\t\t\t\t\tObjective 3\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<p class=\"elementor-icon-box-description\">\n\t\t\t\t\t\tNew solutions to improve the reliability of IAPG.\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\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\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>We focus on scenarios, for example, in which decisions made by AI can endanger the physical integrity of people.<\/p>","protected":false},"author":1,"featured_media":1496,"parent":949,"menu_order":15,"comment_status":"closed","ping_status":"closed","template":"elementor_theme","meta":{"footnotes":""},"class_list":["post-970","page","type-page","status-publish","has-post-thumbnail","hentry"],"_links":{"self":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/970","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/comments?post=970"}],"version-history":[{"count":17,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/970\/revisions"}],"predecessor-version":[{"id":1322,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/970\/revisions\/1322"}],"up":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/pages\/949"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/media\/1496"}],"wp:attachment":[{"href":"https:\/\/iafer.dasci.es\/en\/wp-json\/wp\/v2\/media?parent=970"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}