{"id":1415,"date":"2024-01-16T15:23:39","date_gmt":"2024-01-16T14:23:39","guid":{"rendered":"http:\/\/gaia.srl\/areas-of-intervention\/"},"modified":"2024-05-14T11:24:57","modified_gmt":"2024-05-14T09:24:57","slug":"areas-of-intervention","status":"publish","type":"page","link":"https:\/\/gaia.srl\/en\/areas-of-intervention\/?lang=en","title":{"rendered":"Areas of intervention"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"1415\" class=\"elementor elementor-1415 elementor-28\">\n\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b0135c1 e-flex e-con-boxed e-con e-parent\" data-id=\"b0135c1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c01c0f1 e-con-full e-flex e-con e-child\" data-id=\"c01c0f1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4354e86 elementor-widget elementor-widget-heading\" data-id=\"4354e86\" 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 - v3.18.0 - 20-12-2023 *\/\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><h2 class=\"elementor-heading-title elementor-size-default\">Bias and Discrimination<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0e22e51 elementor-widget elementor-widget-text-editor\" data-id=\"0e22e51\" 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 - v3.18.0 - 20-12-2023 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;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>GAIA is committed to identifying and correcting for flaws and biases in data and algorithms that can lead to discriminatory decisions, ensuring that AI solutions are accurate and fair, and do not perpetuate existing biases.<\/p>\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-2401c6d e-con-full e-flex e-con e-child\" data-id=\"2401c6d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-586bd4e elementor-widget elementor-widget-image\" data-id=\"586bd4e\" 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 - v3.18.0 - 20-12-2023 *\/\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 fetchpriority=\"high\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/stability-300x300.png\" class=\"attachment-medium size-medium wp-image-1230\" alt=\"\" srcset=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/stability-300x300.png 300w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/stability-150x150.png 150w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/stability.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-805885b e-flex e-con-boxed e-con e-parent\" data-id=\"805885b\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3a3b337 e-con-full e-flex e-con e-child\" data-id=\"3a3b337\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d8bf38c elementor-widget elementor-widget-image\" data-id=\"d8bf38c\" 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\" width=\"300\" height=\"300\" src=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/insurance-1-300x300.png\" class=\"attachment-medium size-medium wp-image-1231\" alt=\"\" srcset=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/insurance-1-300x300.png 300w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/insurance-1-150x150.png 150w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/insurance-1.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-26c4958 e-con-full e-flex e-con e-child\" data-id=\"26c4958\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-885ea2e elementor-widget elementor-widget-heading\" data-id=\"885ea2e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Privacy and Data Protection<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-138f297 elementor-widget elementor-widget-text-editor\" data-id=\"138f297\" 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>GAIA addresses the challenge of developing AI solutions that respect user privacy while ensuring that data is protected from misuse or unauthorized access.<\/p>\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-76f0d9d e-flex e-con-boxed e-con e-parent\" data-id=\"76f0d9d\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-fa8d400 e-con-full e-flex e-con e-child\" data-id=\"fa8d400\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d2b458b elementor-widget elementor-widget-heading\" data-id=\"d2b458b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Transparency and Explainability<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bafbc52 elementor-widget elementor-widget-text-editor\" data-id=\"bafbc52\" 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>Many AI systems operate as \u201c<b>black <\/b> <b>boxes<\/b>,\u201d making it difficult for users to understand how decisions are made. GAIA works in making algorithms more transparent and understandable so that users can have confidence in the decisions made by machines by understanding the criteria behind them. <\/p>\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-b1967bb e-con-full e-flex e-con e-child\" data-id=\"b1967bb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6df52cc elementor-widget elementor-widget-image\" data-id=\"6df52cc\" 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\" width=\"300\" height=\"300\" src=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/transparency-1-300x300.png\" class=\"attachment-medium size-medium wp-image-1232\" alt=\"\" srcset=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/transparency-1-300x300.png 300w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/transparency-1-150x150.png 150w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/transparency-1.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-bf11682 e-flex e-con-boxed e-con e-parent\" data-id=\"bf11682\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9baed9c e-con-full e-flex e-con e-child\" data-id=\"9baed9c\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f0dcc1a elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"f0dcc1a\" 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=\"300\" height=\"300\" src=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/planet-earth-300x300.png\" class=\"attachment-medium size-medium wp-image-1233\" alt=\"\" srcset=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/planet-earth-300x300.png 300w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/planet-earth-150x150.png 150w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/01\/planet-earth.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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-379b6cb e-con-full e-flex e-con e-child\" data-id=\"379b6cb\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-06bc2f8 elementor-widget elementor-widget-heading\" data-id=\"06bc2f8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Human and environmental sustainability<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e78943 elementor-widget elementor-widget-text-editor\" data-id=\"2e78943\" 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>GAIA provides assessments of the <b>social<\/b>, <b>human <\/b> <b>and <\/b> <b>environmental <\/b> <b>sustainability <\/b> <b>of an AI system<\/b>. This means assessing the impact of the AI system and its use in a work environment on workers, on the relationship between workers and employers, and on skills (at risk or new demands). It means assessing the amount of energy used by the system, its economic costs and carbon emissions. GAIA provides such assessments as well as cutting-edge alternative measures for sustainable management and production of AI systems.<\/p>\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-a768ed1 e-flex e-con-boxed e-con e-parent\" data-id=\"a768ed1\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;boxed&quot;}\" data-core-v316-plus=\"true\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-cf1a5c0 e-con-full e-flex e-con e-child\" data-id=\"cf1a5c0\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c488475 elementor-widget elementor-widget-heading\" data-id=\"c488475\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">FRIA - Fundamental Rights impact Assessment<\/h2>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a7757f5 elementor-widget elementor-widget-text-editor\" data-id=\"a7757f5\" 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>GAIA provides assessment of the impact of AI systems on <strong>fundamental rights<\/strong>, thus ensuring a key component of legal compliance: through <strong>FRIA<\/strong>, GAIA helps organizations to take their decisions in full awareness of the potential negative impacts of their envisaged AI systems and of ways to mitigate them in order to protect fundamental rights.<\/p>\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-4cd8705 e-con-full e-flex e-con e-child\" data-id=\"4cd8705\" data-element_type=\"container\" data-settings=\"{&quot;content_width&quot;:&quot;full&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f46a5c3 elementor-widget elementor-widget-image\" data-id=\"f46a5c3\" 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=\"300\" height=\"300\" src=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/05\/checklist-300x300.png\" class=\"attachment-medium size-medium wp-image-1439\" alt=\"\" srcset=\"https:\/\/gaia.srl\/wp-content\/uploads\/2024\/05\/checklist-300x300.png 300w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/05\/checklist-150x150.png 150w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/05\/checklist-12x12.png 12w, https:\/\/gaia.srl\/wp-content\/uploads\/2024\/05\/checklist.png 512w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>\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\t\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Bias and Discrimination GAIA is committed to identifying and correcting for flaws and biases in data and algorithms that can lead to discriminatory decisions, ensuring that AI solutions are accurate and fair, and do not perpetuate existing biases. Privacy and Data Protection GAIA addresses the challenge of developing AI solutions that respect user privacy while [&hellip;]<\/p>","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1415","page","type-page","status-publish","hentry"],"blocksy_meta":[],"_links":{"self":[{"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/pages\/1415","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/comments?post=1415"}],"version-history":[{"count":4,"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/pages\/1415\/revisions"}],"predecessor-version":[{"id":1449,"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/pages\/1415\/revisions\/1449"}],"wp:attachment":[{"href":"https:\/\/gaia.srl\/en\/wp-json\/wp\/v2\/media?parent=1415"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}