{"id":577,"date":"2026-02-28T18:19:54","date_gmt":"2026-02-28T17:19:54","guid":{"rendered":"https:\/\/aiolia.eu\/?page_id=577"},"modified":"2026-02-28T19:54:06","modified_gmt":"2026-02-28T18:54:06","slug":"over-reliance-and-deskilling","status":"publish","type":"page","link":"https:\/\/aiolia.eu\/index.php\/over-reliance-and-deskilling\/","title":{"rendered":"Over-reliance and Deskilling"},"content":{"rendered":"\n

Purpose: <\/strong> To prevent AI systems\/tools replacing or eroding human expertise, judgement and responsibility, and ensuring that automation supports human capabilities rather than diminishing them over time.<\/p>\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. Managing dependence on AI outputs<\/strong><\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n The organisation has defined, clear boundaries and guidance for appropriate usage of AI systems\/tools<\/td>\n <\/tr>\n
BOTH<\/strong><\/td>\n Decisions with significant impact are not solely based on automated outputs<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Guidance exists on when AI outputs should be questioned, verified or supplemented with human input<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n The organisation actively discourages treating AI outputs as definitive or infallible<\/td>\n <\/tr>\n\n
B. Preserving human judgement in workflows<\/strong><\/td>\n <\/tr>\n
BOTH<\/strong><\/td>\n Workflows require active human engagement with checkpoints<\/td>\n <\/tr>\n
TECH<\/strong><\/td>\n Tool interfaces avoid designs that encourage automatic acceptance (e.g. default approvals without review).<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n There are no penalties for challenging or overriding AI outputs<\/td>\n <\/tr>\n\n
C. Skills, training and competence<\/strong><\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Training supports users in understanding both the capabilities and limitations of AI outputs<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n Opportunities exist for users to practice independent judgment rather than relying exclusively on automation<\/td>\n <\/tr>\n
ORG<\/strong><\/td>\n The organisation periodically reassesses reliance patterns as systems evolve or scale<\/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 prevent AI systems\/tools replacing or eroding human expertise, judgement and responsibility, and ensuring that automation supports human capabilities rather than diminishing them over time. Organisational \/ Technical Measure A. Managing dependence on AI outputs ORG The organisation has defined, clear boundaries and guidance for appropriate usage of AI systems\/tools BOTH Decisions with significant… Read More »Over-reliance and Deskilling<\/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-577","page","type-page","status-publish","hentry"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/577","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=577"}],"version-history":[{"count":2,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/577\/revisions"}],"predecessor-version":[{"id":630,"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/pages\/577\/revisions\/630"}],"wp:attachment":[{"href":"https:\/\/aiolia.eu\/index.php\/wp-json\/wp\/v2\/media?parent=577"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}