{"id":44,"date":"2026-08-30T09:00:00","date_gmt":"2026-08-30T09:00:00","guid":{"rendered":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/designing-human-oversight-into-ai\/"},"modified":"2026-08-30T09:00:00","modified_gmt":"2026-08-30T09:00:00","slug":"designing-human-oversight-into-ai","status":"publish","type":"post","link":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/designing-human-oversight-into-ai\/","title":{"rendered":"Designing Human Oversight into AI"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Dependable AI systems are designed with people in the loop. Oversight isn\u2019t a brake on progress; it\u2019s what lets teams trust automation enough to rely on it.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Approvals<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Add a review step wherever an action is irreversible, sensitive, or seen by customers.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Escalation paths<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Decide what happens when the system is unsure, and who picks up the case next.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Evaluation<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Review real outputs on a schedule, track failure cases, and improve the system based on what you find.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Where approvals, escalation paths, and regular evaluation make automated systems more dependable.<\/p>\n","protected":false},"author":1,"featured_media":24,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-44","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-responsible-ai"],"_links":{"self":[{"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/posts\/44","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/comments?post=44"}],"version-history":[{"count":0,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/posts\/44\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/media\/24"}],"wp:attachment":[{"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/media?parent=44"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/categories?post=44"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/demo.iamavi.com\/portfolio\/brackenwire\/wp-json\/wp\/v2\/tags?post=44"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}