{"id":572,"date":"2026-02-28T18:19:40","date_gmt":"2026-02-28T17:19:40","guid":{"rendered":"https:\/\/aiolia.eu\/?page_id=572"},"modified":"2026-02-28T19:52:09","modified_gmt":"2026-02-28T18:52:09","slug":"autonomy-user-agency","status":"publish","type":"page","link":"https:\/\/aiolia.eu\/index.php\/autonomy-user-agency\/","title":{"rendered":"Autonomy \/ User agency"},"content":{"rendered":"\n<p><strong>Purpose: <\/strong>To ensure that AI tools do not intentionally or unintentionally manipulate users\u2019 behaviour, emotions, choices or perceptions in ways that undermine autonomy, dignity or informed decision making.<\/p>\n\n\n\n<figure class=\"wp-block-table\">\n<table style=\"border-collapse: collapse; width: 100%; font-family: sans-serif; font-size: 15px;\" border=\"1\">\n  <thead style=\"background-color: #f2f2f2;\">\n    <tr>\n      <th style=\"padding: 12px; text-align: left; width: 30%; border-bottom: 2px solid #ccc;\">Organisational \/ Technical<\/th>\n      <th style=\"padding: 12px; text-align: left; width: 70%; border-bottom: 2px solid #ccc;\">Measure<\/th>\n    <\/tr>\n  <\/thead>\n  <tbody>\n    <tr>\n      <td colspan=\"2\" style=\"padding: 12px; background-color: #e6f7ff; border-bottom: 1px solid #ddd;\"><strong>A. Identification of manipulation risks<\/strong><\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>BOTH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Potential manipulation risks arising from the tool design, outputs or interactions have been identified and documented<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Risk analysis considers psychological, emotional and behavioural influences \u2013 not only technical performance<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>BOTH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Attention has been given to asymmetries of power, knowledge or vulnerability between the system and its users<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">The organisation has defined what constituted unacceptable manipulation in its specific operational context<\/td>\n    <\/tr>\n\n    <tr>\n      <td colspan=\"2\" style=\"padding: 12px; background-color: #e6f7ff; border-bottom: 1px solid #ddd;\"><strong>B. Design safeguards against undue influence<\/strong><\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>TECH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">System design avoids techniques intended to covertly steer user behaviour (e.g., deceptive framing, emotional pressure etc)<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>BOTH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Outputs are framed to inform and support decision-making rather than pressure, persuade or exploit cognitive bias<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>TECH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">The system does not personalise influence strategies in a way that exploit individual vulnerabilities without justification<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Legitimate behavioural influence is clearly distinguished from manipulative practices and documented<\/td>\n    <\/tr>\n\n    <tr>\n      <td colspan=\"2\" style=\"padding: 12px; background-color: #e6f7ff; border-bottom: 1px solid #ddd;\"><strong>C. Transparency and User Agency<\/strong><\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>BOTH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Users are informed when system outputs are intended to influence decisions or behaviours<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Users maintain meaningful choice and are not penalised for rejecting, ignoring or questioning system suggestions<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">The organisation has processes to assess whether users experience system interactions as coercive or misleading<\/td>\n    <\/tr>\n\n    <tr>\n      <td colspan=\"2\" style=\"padding: 12px; background-color: #e6f7ff; border-bottom: 1px solid #ddd;\"><strong>D. Oversight, monitoring and correction<\/strong><\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>BOTH<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Human oversight exists to review system outputs for manipulative effects, especially in sensitive or high-impact contexts<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">User feedback and complaints related to perceived manipulation are systematically collected and reviewed<\/td>\n    <\/tr>\n    <tr>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\"><strong>ORG<\/strong><\/td>\n      <td style=\"padding: 12px; border-bottom: 1px solid #ddd;\">Identified manipulation risks trigger corrective actions, design changes or restrictions on system use<\/td>\n    <\/tr>\n  <\/tbody>\n<\/table>\n<\/figure>\n\n\n\n<p>Source: <a href=\"https:\/\/aiolia.eu\/wp-content\/uploads\/2026\/02\/AIOLIA-D3.1-certified.pdf\">AIOLIA deliverable 3.1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Purpose: To ensure that AI tools do not intentionally or unintentionally manipulate users\u2019 behaviour, emotions, choices or perceptions in ways that undermine autonomy, dignity or informed decision making. Organisational \/ Technical Measure A. Identification of manipulation risks BOTH Potential manipulation risks arising from the tool design, outputs or interactions have been identified and documented ORG&hellip;&nbsp;<a href=\"https:\/\/aiolia.eu\/index.php\/autonomy-user-agency\/\" rel=\"bookmark\">Read More &raquo;<span class=\"screen-reader-text\">Autonomy \/ User agency<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"neve_meta_sidebar":"","neve_meta_container":"","neve_meta_enable_content_width":"","neve_meta_content_width":0,"neve_meta_title_alignment":"","neve_meta_author_avatar":"","neve_post_elements_order":"","neve_meta_disable_header":"","neve_meta_disable_footer":"","neve_meta_disable_title":"","footnotes":""},"class_list":["post-572","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/572","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/comments?post=572"}],"version-history":[{"count":4,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/572\/revisions"}],"predecessor-version":[{"id":622,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/572\/revisions\/622"}],"wp:attachment":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/media?parent=572"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}