{"id":17811,"date":"2026-08-26T08:17:55","date_gmt":"2026-08-26T07:17:55","guid":{"rendered":"https:\/\/www.moresophy.com\/?p=17811"},"modified":"2026-08-26T08:30:09","modified_gmt":"2026-08-26T07:30:09","slug":"when-ai-makes-decisions-why-model-validation-alone-isnt-enough","status":"publish","type":"post","link":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough","title":{"rendered":"When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"17811\" class=\"elementor elementor-17811 elementor-17797\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ebdbcc5 e-flex e-con-boxed e-con e-parent\" data-id=\"ebdbcc5\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9d31db7 e-con-full e-flex e-con e-parent\" data-id=\"9d31db7\" data-element_type=\"container\" data-e-type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-fe4ead1 e-flex e-con-boxed e-con e-parent\" data-id=\"fe4ead1\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9139ea4 elementor-widget elementor-widget-spacer\" data-id=\"9139ea4\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-283dd03 e-con-full blog-info e-flex e-con e-child\" data-id=\"283dd03\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-9ff8ecb card-blog elementor-widget elementor-widget-text-editor\" data-id=\"9ff8ecb\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPress\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9f961aa card-blog elementor-widget elementor-widget-text-editor\" data-id=\"9f961aa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>|<\/p><\/div><\/div><div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e6eb250 card-blog elementor-widget elementor-widget-text-editor\" data-id=\"e6eb250\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tAugust 26, 2026\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e78cae card-blog elementor-widget elementor-widget-text-editor\" data-id=\"9e78cae\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0f67422 elementor-widget elementor-widget-text-editor\" data-id=\"0f67422\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"><div class=\"elementor-widget-container\"><p>|<\/p><\/div><\/div><div class=\"elementor-element elementor-element-6a3884d elementor-widget elementor-widget-text-editor\" data-id=\"6a3884d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\"> <\/div>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-704208f card-blog elementor-widget elementor-widget-text-editor\" data-id=\"704208f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"blog-reading-time\">2 min. read<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5d5d388 elementor-widget elementor-widget-spacer\" data-id=\"5d5d388\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6945ab8 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"6945ab8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce2c04d elementor-widget elementor-widget-spacer\" data-id=\"ce2c04d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bc726a8 elementor-widget elementor-widget-heading\" data-id=\"bc726a8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0700381 elementor-widget elementor-widget-spacer\" data-id=\"0700381\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c93189 elementor-widget elementor-widget-text-editor\" data-id=\"0c93189\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In an interview with <a href=\"https:\/\/www.versicherungsbote.de\/\" target=\"_blank\" rel=\"noopener\">Versicherungsbote<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/heiko-beier\" target=\"_blank\" rel=\"noopener\">Heiko Beier<\/a>, founder and CEO of moresophy, challenges a widespread assumption: that a secure and fair AI model alone makes for a secure system. A model can function flawlessly on its own\u2014yet the resulting business decision may still not hold up. In his view, this is precisely the blind spot that the new BaFin oversight addresses when it focuses solely on the individual model. In practice, there is usually a multi-step orchestration of data sources, rules, tools, and agents between the model and the decision, during which the original context can gradually shift without any single step standing out on its own. Each intermediate step appears plausible, yet the overall result may no longer be technically sound\u2014and the more participants are each responsible for only a small part of the process, the less clear it becomes who is ultimately accountable for the entire chain of effects.<\/p><p>Even the human oversight required by the regulatory authority remains a mere formality for Beier as long as the case worker sees only the final result rather than the reasoning behind it: Anyone who cannot trace a recommendation back to the underlying data cannot truly correct it, but can only rubber-stamp it. For him, hallucinations are just the tip of the iceberg\u2014what matters is not whether a result sounds plausible, but whether it can be fully substantiated.<\/p><p>The full interview is available to read on Versicherungsbote.<\/p><p>Anyone who is also interested in how traceability can be achieved as a property of an entire AI system\u2014rather than just individual models\u2014and what this has to do with cognitive sovereignty can find out more about the solutions behind it on our website.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f27c92f elementor-widget elementor-widget-spacer\" data-id=\"f27c92f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3dbf591 elementor-widget elementor-widget-button\" data-id=\"3dbf591\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.versicherungsbote.de\/id\/4951458\/Die-Aufsicht-darf-nicht-beim-einzelnen-KI-Modell-enden\/\" target=\"_blank\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Read the interview (Versicherungsbote)<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d8321dd elementor-widget elementor-widget-spacer\" data-id=\"d8321dd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e5ba4c8 elementor-widget elementor-widget-button\" data-id=\"e5ba4c8\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/en\/solutions\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-right\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M190.5 66.9l22.2-22.2c9.4-9.4 24.6-9.4 33.9 0L441 239c9.4 9.4 9.4 24.6 0 33.9L246.6 467.3c-9.4 9.4-24.6 9.4-33.9 0l-22.2-22.2c-9.5-9.5-9.3-25 .4-34.3L311.4 296H24c-13.3 0-24-10.7-24-24v-32c0-13.3 10.7-24 24-24h287.4L190.9 101.2c-9.8-9.3-10-24.8-.4-34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">See the Solutions<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cbb7e50 elementor-widget elementor-widget-spacer\" data-id=\"cbb7e50\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1edd3e7 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1edd3e7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ceab1f9 elementor-widget elementor-widget-heading\" data-id=\"ceab1f9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Tags<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d493c6c elementor-widget elementor-widget-spacer\" data-id=\"d493c6c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d234cb3 elementor-widget elementor-widget-text-editor\" data-id=\"d234cb3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/www.moresophy.com\/en\/tag\/ai-regulation\" class=\"post-tag\">AI regulation<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/ai-strategy\" class=\"post-tag\">AI strategy<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/bafin\" class=\"post-tag\">BaFin<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/cognitive-sovereignty\" class=\"post-tag\">Cognitive Sovereignty<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/compliance\" class=\"post-tag\">Compliance<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/eu-ai-act\" class=\"post-tag\">EU AI Act<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/explainable-ai-en\" class=\"post-tag\">Explainable AI<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/human-in-the-loop\" class=\"post-tag\">Human in the Loop<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/orchestration\" class=\"post-tag\">Orchestration<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/regulation-2\" class=\"post-tag\">Regulation<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/responsibility\" class=\"post-tag\">Responsibility<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/sovereignty\" class=\"post-tag\">Sovereignty<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/traceability\" class=\"post-tag\">Traceability<\/a>, <a href=\"https:\/\/www.moresophy.com\/en\/tag\/transparency\" class=\"post-tag\">Transparency<\/a>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-589aa46 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"589aa46\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1acd174 elementor-widget elementor-widget-spacer\" data-id=\"1acd174\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-89bdd64 elementor-widget elementor-widget-heading\" data-id=\"89bdd64\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Recommended contributions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a466816 elementor-widget elementor-widget-spacer\" data-id=\"a466816\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c0c4b9 elementor-grid-3 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-widget elementor-widget-loop-grid\" data-id=\"5c0c4b9\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;template_id&quot;:15836,&quot;columns&quot;:3,&quot;_skin&quot;:&quot;post&quot;,&quot;columns_tablet&quot;:&quot;2&quot;,&quot;columns_mobile&quot;:&quot;1&quot;,&quot;edit_handle_selector&quot;:&quot;[data-elementor-type=\\&quot;loop-item\\&quot;]&quot;,&quot;row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"loop-grid.post\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-loop-container elementor-grid\" role=\"list\">\n\t\t<style id=\"loop-15836\">.elementor-15836 .elementor-element.elementor-element-a1487d5{--display:flex;--gap:0px 0px;--row-gap:0px;--column-gap:0px;}.elementor-15836 .elementor-element.elementor-element-911e037 img{width:100%;height:4rem;object-fit:cover;object-position:center center;}.elementor-15836 .elementor-element.elementor-element-4210142{--spacer-size:1.4rem;}.elementor-15836 .elementor-element.elementor-element-689d1c3{--divider-border-style:solid;--divider-color:var( --e-global-color-4ae3596 );--divider-border-width:2px;}.elementor-15836 .elementor-element.elementor-element-689d1c3 .elementor-divider-separator{width:100%;}.elementor-15836 .elementor-element.elementor-element-689d1c3 .elementor-divider{padding-block-start:8px;padding-block-end:8px;}.elementor-15836 .elementor-element.elementor-element-68ca10a .elementor-heading-title{font-family:\"Open Sans\", Sans-serif;line-height:24px;color:var( --e-global-color-primary );}<\/style>\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-17811 post-17811 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-press tag-ai-regulation tag-ai-strategy tag-bafin tag-cognitive-sovereignty tag-compliance tag-eu-ai-act tag-explainable-ai-en tag-human-in-the-loop tag-orchestration tag-regulation-2 tag-responsibility tag-sovereignty tag-traceability tag-transparency\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp\" class=\"attachment-full size-full wp-image-16241\" alt=\"Versicherungsbote Banner News\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPress\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\">When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-17668 post-17668 post type-post status-publish format-standard has-post-thumbnail hentry category-news category-press tag-ai-regulation tag-ai-strategy tag-artificial-intelligence tag-compliance tag-eu-ai-act tag-explainable-ai-en tag-governance tag-labeling-requirement tag-legal-certainty tag-regulation-2 tag-responsibility tag-risks tag-sovereignty tag-traceability tag-transparency\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-scaled.webp\" class=\"attachment-full size-full wp-image-17664\" alt=\"Handelsblatt Banner News\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/08\/handelsblatt-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPress\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/mandatory-ai-labeling-takes-effect-traceability-remains-an-open-question\">Mandatory AI Labeling Takes Effect \u2013 Traceability Remains an Open Question<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div data-elementor-type=\"loop-item\" data-elementor-id=\"15836\" class=\"elementor elementor-15836 e-loop-item e-loop-item-16720 post-16720 post type-post status-publish format-standard has-post-thumbnail hentry category-press tag-agile-data-strategy tag-ai-applications-in-the-company tag-compliance tag-contextual-understanding tag-explainable-ai-en tag-facility-management tag-hybrid-ai tag-increasing-efficiency-through-ai tag-knowledge-management tag-predictive-maintenance tag-regulation-2 tag-semantics-of-data tag-skills-shortage tag-sovereignty\" data-elementor-post-type=\"elementor_library\" data-custom-edit-handle=\"1\">\n\t\t\t<div class=\"elementor-element elementor-element-a1487d5 e-flex e-con-boxed e-con e-parent\" data-id=\"a1487d5\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-911e037 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"911e037\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"2560\" height=\"284\" src=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-scaled.webp\" class=\"attachment-full size-full wp-image-16719\" alt=\"Facility Management Banner\" srcset=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-scaled.webp 2560w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-300x33.webp 300w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-1024x114.webp 1024w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-768x85.webp 768w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-1536x171.webp 1536w, https:\/\/www.moresophy.com\/wp-content\/uploads\/2026\/04\/facility-management-banner-2048x228.webp 2048w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4210142 elementor-widget elementor-widget-spacer\" data-id=\"4210142\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-99cfd81 elementor-widget elementor-widget-text-editor\" data-id=\"99cfd81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\tPress\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-689d1c3 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"689d1c3\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68ca10a elementor-widget elementor-widget-theme-post-title elementor-page-title elementor-widget-heading\" data-id=\"68ca10a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"theme-post-title.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/www.moresophy.com\/en\/news\/press\/ai-in-facility-management\">AI in facility management<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f935299 elementor-widget elementor-widget-spacer\" data-id=\"f935299\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c92b3ef elementor-widget elementor-widget-button\" data-id=\"c92b3ef\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/www.moresophy.com\/en\/news\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t<span class=\"elementor-button-icon\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-arrow-left\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M257.5 445.1l-22.2 22.2c-9.4 9.4-24.6 9.4-33.9 0L7 273c-9.4-9.4-9.4-24.6 0-33.9L201.4 44.7c9.4-9.4 24.6-9.4 33.9 0l22.2 22.2c9.5 9.5 9.3 25-.4 34.3L136.6 216H424c13.3 0 24 10.7 24 24v32c0 13.3-10.7 24-24 24H136.6l120.5 114.8c9.8 9.3 10 24.8.4 34.3z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Back to overview<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9c011fd elementor-widget elementor-widget-spacer\" data-id=\"9c011fd\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>| | In an interview with Versicherungsbote, Heiko Beier, founder and CEO of moresophy, challenges a widespread assumption: that a [&hellip;]<\/p>\n","protected":false},"author":7,"featured_media":16241,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[564,565],"tags":[480,472,705,706,478,574,379,677,704,569,396,570,573,571],"class_list":["post-17811","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","category-press","tag-ai-regulation","tag-ai-strategy","tag-bafin","tag-cognitive-sovereignty","tag-compliance","tag-eu-ai-act","tag-explainable-ai-en","tag-human-in-the-loop","tag-orchestration","tag-regulation-2","tag-responsibility","tag-sovereignty","tag-traceability","tag-transparency"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>EU AI Regulation: Heiko Beier in *Versicherungsbote*<\/title>\n<meta name=\"description\" content=\"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"EU AI Regulation: Heiko Beier in *Versicherungsbote*\" \/>\n<meta property=\"og:description\" content=\"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\" \/>\n<meta property=\"article:published_time\" content=\"2026-08-26T07:17:55+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-08-26T07:30:09+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"284\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"author\" content=\"isabella.baur@moresophy.com\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@moresophy\" \/>\n<meta name=\"twitter:site\" content=\"@moresophy\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"isabella.baur@moresophy.com\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":[\"Article\",\"BlogPosting\"],\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\"},\"author\":{\"name\":\"isabella.baur@moresophy.com\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#\\\/schema\\\/person\\\/323d0f9fb8e6c28b203b865f097c2fe2\"},\"headline\":\"When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough\",\"datePublished\":\"2026-08-26T07:17:55+00:00\",\"dateModified\":\"2026-08-26T07:30:09+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\"},\"wordCount\":309,\"publisher\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/Versicherungsbote-banner-scaled.webp\",\"keywords\":[\"AI regulation\",\"AI strategy\",\"BaFin\",\"Cognitive Sovereignty\",\"Compliance\",\"EU AI Act\",\"Explainable AI\",\"Human in the Loop\",\"Orchestration\",\"Regulation\",\"Responsibility\",\"Sovereignty\",\"Traceability\",\"Transparency\"],\"articleSection\":[\"News\",\"Press\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\",\"url\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\",\"name\":\"EU AI Regulation: Heiko Beier in *Versicherungsbote*\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/Versicherungsbote-banner-scaled.webp\",\"datePublished\":\"2026-08-26T07:17:55+00:00\",\"dateModified\":\"2026-08-26T07:30:09+00:00\",\"description\":\"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage\",\"url\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/Versicherungsbote-banner-scaled.webp\",\"contentUrl\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2025\\\/10\\\/Versicherungsbote-banner-scaled.webp\",\"width\":2560,\"height\":284,\"caption\":\"Versicherungsbote Banner News\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en\\\/news\\\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Startseite\",\"item\":\"https:\\\/\\\/www.moresophy.com\\\/en\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#website\",\"url\":\"https:\\\/\\\/www.moresophy.com\\\/en\",\"name\":\"moresophy GmbH\",\"description\":\"Entfesseln Sie das Beste aus Ihren Daten\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#organization\"},\"alternateName\":\"moresophy\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.moresophy.com\\\/en?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#organization\",\"name\":\"moresophy GmbH\",\"url\":\"https:\\\/\\\/www.moresophy.com\\\/en\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/Element-1.svg\",\"contentUrl\":\"https:\\\/\\\/www.moresophy.com\\\/wp-content\\\/uploads\\\/2024\\\/11\\\/Element-1.svg\",\"width\":1,\"height\":1,\"caption\":\"moresophy GmbH\"},\"image\":{\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/x.com\\\/moresophy\",\"https:\\\/\\\/de.linkedin.com\\\/company\\\/moresophy-gmbh\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCkM0NmSw0iTYWHG86RzAJnw\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.moresophy.com\\\/en#\\\/schema\\\/person\\\/323d0f9fb8e6c28b203b865f097c2fe2\",\"name\":\"isabella.baur@moresophy.com\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g\",\"caption\":\"isabella.baur@moresophy.com\"}}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"EU AI Regulation: Heiko Beier in *Versicherungsbote*","description":"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough","og_locale":"en_US","og_type":"article","og_title":"EU AI Regulation: Heiko Beier in *Versicherungsbote*","og_description":"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.","og_url":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough","article_published_time":"2026-08-26T07:17:55+00:00","article_modified_time":"2026-08-26T07:30:09+00:00","og_image":[{"width":2560,"height":284,"url":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp","type":"image\/webp"}],"author":"isabella.baur@moresophy.com","twitter_card":"summary_large_image","twitter_creator":"@moresophy","twitter_site":"@moresophy","twitter_misc":{"Written by":"isabella.baur@moresophy.com","Est. reading time":"3 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":["Article","BlogPosting"],"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#article","isPartOf":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough"},"author":{"name":"isabella.baur@moresophy.com","@id":"https:\/\/www.moresophy.com\/en#\/schema\/person\/323d0f9fb8e6c28b203b865f097c2fe2"},"headline":"When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough","datePublished":"2026-08-26T07:17:55+00:00","dateModified":"2026-08-26T07:30:09+00:00","mainEntityOfPage":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough"},"wordCount":309,"publisher":{"@id":"https:\/\/www.moresophy.com\/en#organization"},"image":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage"},"thumbnailUrl":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp","keywords":["AI regulation","AI strategy","BaFin","Cognitive Sovereignty","Compliance","EU AI Act","Explainable AI","Human in the Loop","Orchestration","Regulation","Responsibility","Sovereignty","Traceability","Transparency"],"articleSection":["News","Press"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough","url":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough","name":"EU AI Regulation: Heiko Beier in *Versicherungsbote*","isPartOf":{"@id":"https:\/\/www.moresophy.com\/en#website"},"primaryImageOfPage":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage"},"image":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage"},"thumbnailUrl":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp","datePublished":"2026-08-26T07:17:55+00:00","dateModified":"2026-08-26T07:30:09+00:00","description":"In *Versicherungsbote*, Heiko Beier explains why EU AI regulation must go beyond the model\u2014to ensure transparent AI systems.","breadcrumb":{"@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#primaryimage","url":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp","contentUrl":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2025\/10\/Versicherungsbote-banner-scaled.webp","width":2560,"height":284,"caption":"Versicherungsbote Banner News"},{"@type":"BreadcrumbList","@id":"https:\/\/www.moresophy.com\/en\/news\/when-ai-makes-decisions-why-model-validation-alone-isnt-enough#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Startseite","item":"https:\/\/www.moresophy.com\/en"},{"@type":"ListItem","position":2,"name":"When AI Makes Decisions: Why Model Validation Alone Isn&#8217;t Enough"}]},{"@type":"WebSite","@id":"https:\/\/www.moresophy.com\/en#website","url":"https:\/\/www.moresophy.com\/en","name":"moresophy GmbH","description":"Entfesseln Sie das Beste aus Ihren Daten","publisher":{"@id":"https:\/\/www.moresophy.com\/en#organization"},"alternateName":"moresophy","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.moresophy.com\/en?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.moresophy.com\/en#organization","name":"moresophy GmbH","url":"https:\/\/www.moresophy.com\/en","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.moresophy.com\/en#\/schema\/logo\/image\/","url":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2024\/11\/Element-1.svg","contentUrl":"https:\/\/www.moresophy.com\/wp-content\/uploads\/2024\/11\/Element-1.svg","width":1,"height":1,"caption":"moresophy GmbH"},"image":{"@id":"https:\/\/www.moresophy.com\/en#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/moresophy","https:\/\/de.linkedin.com\/company\/moresophy-gmbh","https:\/\/www.youtube.com\/channel\/UCkM0NmSw0iTYWHG86RzAJnw"]},{"@type":"Person","@id":"https:\/\/www.moresophy.com\/en#\/schema\/person\/323d0f9fb8e6c28b203b865f097c2fe2","name":"isabella.baur@moresophy.com","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/b2f82c5c84670527b83ea5b23a9507b4759a5f0d06f034a6b2f9b621ff7ff5fd?s=96&d=mm&r=g","caption":"isabella.baur@moresophy.com"}}]}},"_links":{"self":[{"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/posts\/17811","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/comments?post=17811"}],"version-history":[{"count":4,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/posts\/17811\/revisions"}],"predecessor-version":[{"id":17815,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/posts\/17811\/revisions\/17815"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/media\/16241"}],"wp:attachment":[{"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/media?parent=17811"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/categories?post=17811"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.moresophy.com\/en\/wp-json\/wp\/v2\/tags?post=17811"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}