{"id":221090,"date":"2026-05-27T11:45:00","date_gmt":"2026-05-27T15:45:00","guid":{"rendered":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/27\/artificial-intelligence-in-mental-health-settings-inherits-human-bias\/"},"modified":"2026-05-27T11:50:11","modified_gmt":"2026-05-27T15:50:11","slug":"artificial-intelligence-in-mental-health-settings-inherits-human-bias","status":"publish","type":"post","link":"https:\/\/testing.news-you-need.com\/index.php\/2026\/05\/27\/artificial-intelligence-in-mental-health-settings-inherits-human-bias\/","title":{"rendered":"Artificial intelligence in mental health settings inherits human bias"},"content":{"rendered":"<p><a href=\"https:\/\/www.news-medical.net\/news\/20260527\/Artificial-intelligence-in-mental-health-settings-inherits-human-bias.aspx\">Artificial intelligence in mental health settings inherits human bias<\/a><\/p>\n<p><a href=\"https:\/\/www.news-medical.net\/news\/20260527\/Artificial-intelligence-in-mental-health-settings-inherits-human-bias.aspx\">https:\/\/www.news-medical.net\/news\/20260527\/Artificial-intelligence-in-mental-health-settings-inherits-human-bias.aspx<\/a><\/p>\n<p>Publish Date: <a href=\"publish_date]\">2026-05-27 11:45:00<\/a><\/p>\n<p>Source Domain: <a href=\"www.news-medical.net\">www.news-medical.net<\/a><\/p>\n<ul>\n<li>\n<p><strong>Unreliable Training Data<\/strong>: The article warns that AI systems in mental health settings may inherit and reinforce unreliable or inaccurate human input unless new safeguards are adopted.<\/p>\n<\/li>\n<li>\n<p><strong>Clinical Reliability Standard<\/strong>: It calls for the &#8220;clinical reliability&#8221; of training data to become a core standard for trustworthy AI, highlighting the importance of ensuring the human input used to train these systems is reliable.<\/p>\n<\/li>\n<li>\n<p><strong>Psychiatric Concept of Collusion<\/strong>: The article introduces the concept of &#8220;collusion,&#8221; based on psychiatric practice, to describe how AI may reinforce distorted or unhealthy information from unverified human feedback.<\/p>\n<\/li>\n<li>\n<p><strong>Integration of Clinical Expertise<\/strong>: The viewpoint argues for the integration of clinical expertise in the design, evaluation, and monitoring of mental health\u2013related AI systems to ensure trust in AI outputs.<\/p>\n<\/li>\n<li>\n<p><strong>Beyond Technical Fixes<\/strong>: The article emphasizes that efforts to improve AI safety should include assessing the reliability of the human data used to train these systems, suggesting that psychiatric expertise should be involved early in the development process.<\/p>\n<\/li>\n<li>\n<p><strong>Strengthening Safeguards<\/strong>: Incorporating clinical reliability as a standard could enhance safeguards for mental health technologies and help researchers understand better how AI interacts with vulnerable users.<\/p>\n<\/li>\n<li>\n<p><strong>Comprehensive AI Safety Approach<\/strong>: The article suggests combining existing AI safety methods with a focus on the clinical reliability of human-generated data to create a more robust approach to AI safety in mental health applications.<\/p>\n<\/li>\n<\/ul>\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial intelligence in mental health settings inherits human bias https:\/\/www.news-medical.net\/news\/20260527\/Artificial-intelligence-in-mental-health-settings-inherits-human-bias.aspx Publish Date: 2026-05-27 11:45:00 Source&#8230;<\/p>\n","protected":false},"author":1,"featured_media":221091,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"fifu_image_url":"https:\/\/www.news-medical.net\/images\/tags\/TagImage-1831-45296002389942131275-620x480.jpg","fifu_image_alt":"","footnotes":""},"categories":[14],"tags":[20],"class_list":["post-221090","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","tag-artificial-intelligence"],"_links":{"self":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/221090"}],"collection":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/comments?post=221090"}],"version-history":[{"count":1,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/221090\/revisions"}],"predecessor-version":[{"id":221092,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/posts\/221090\/revisions\/221092"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media\/221091"}],"wp:attachment":[{"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/media?parent=221090"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/categories?post=221090"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/testing.news-you-need.com\/index.php\/wp-json\/wp\/v2\/tags?post=221090"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}