{"id":591,"date":"2026-02-28T18:23:12","date_gmt":"2026-02-28T17:23:12","guid":{"rendered":"https:\/\/aiolia.eu\/?page_id=591"},"modified":"2026-02-28T19:55:08","modified_gmt":"2026-02-28T18:55:08","slug":"transparency-and-explainability","status":"publish","type":"page","link":"https:\/\/aiolia.eu\/index.php\/transparency-and-explainability\/","title":{"rendered":"Transparency and Explainability"},"content":{"rendered":"\n

Purpose: <\/strong>To ensure that AI systems and their outputs are understandable, traceable and open to scrutiny but those who use them, are affected by them or are responsible for their governance.<\/p>\n\n\n\n

\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Organisational \/ Technical<\/th>\n Measure<\/th>\n <\/tr>\n <\/thead>\n
A. Openness about tool use and purpose<\/strong><\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n There is clear guidance on the existence, purpose and intended use of the AI tool<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Information about why the tool is used and how it may affect individuals is made available in accessible non-technical language<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Responsibility for the tool\/system governance and oversight is clearly communicated<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Obligations are reviewed whenever the tools scope or use changes<\/td>\n <\/tr>\n\n
B. Accessibility of information<\/strong><\/td>\n <\/tr>\n
BOTH<\/strong><\/td>\n Information about the tools functioning, inputs, outputs and safeguards is accessible to all relevant users<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Communication channels and formats are adapted to different roles, languages, digital literacy and accessibly needs<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Users know where to find information and whom to contact with concerns about the tool<\/td>\n <\/tr>\n
BOTH<\/strong><\/td>\n Transparency is communicated clearly in non-technical language and without intent to overwhelm the reader<\/td>\n <\/tr>\n\n
C. Explainability of outputs and decisions<\/strong><\/td>\n <\/tr>\n
TECH<\/strong><\/td>\n The system provides explanation of outputs at a level appropriate to their use context<\/td>\n <\/tr>\n
BOTH<\/strong><\/td>\n Explanations enable users to understand key factors, limitations and uncertainty associated with outputs<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Explanations support meaningful review, contestation or justification of AI-supported decisions<\/td>\n <\/tr>\n <\/tbody>\n<\/table>\n<\/figure>\n\n\n\n

Source: AIOLIA deliverable 3.1<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"

Purpose: To ensure that AI systems and their outputs are understandable, traceable and open to scrutiny but those who use them, are affected by them or are responsible for their governance. Organisational \/ Technical Measure A. Openness about tool use and purpose ORG There is clear guidance on the existence, purpose and intended use of… Read More »Transparency and Explainability<\/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-591","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/591","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=591"}],"version-history":[{"count":2,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/591\/revisions"}],"predecessor-version":[{"id":635,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/591\/revisions\/635"}],"wp:attachment":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/media?parent=591"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}