{"id":25592,"date":"2025-10-20T01:05:50","date_gmt":"2025-10-20T01:05:50","guid":{"rendered":"https:\/\/compliancert.com\/?p=25592"},"modified":"2025-10-20T01:11:12","modified_gmt":"2025-10-20T01:11:12","slug":"compliance-gelost-warum-die-apertus-open-llm-ein-wendepunkt-fur-die-enterprise-governance-ist","status":"publish","type":"post","link":"https:\/\/compliancert.com\/de\/artikel\/compliance-gelost-warum-die-apertus-open-llm-ein-wendepunkt-fur-die-enterprise-governance-ist\/","title":{"rendered":"Compliance gel\u00f6st? Warum das Apertus Open LLM ein Wendepunkt f\u00fcr Enterprise Governance ist"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"25592\" class=\"elementor elementor-25592\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0cc5771 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0cc5771\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f678174\" data-id=\"f678174\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-490ef96 elementor-widget elementor-widget-text-editor\" data-id=\"490ef96\" 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>Jahrelang wurde die Welt der Large Language Models (LLMs) von propriet\u00e4ren Sprachmodellen beherrscht. <strong>\"Black Box\"<\/strong> Systeme. Diese Modelle mit ihren verborgenen Trainingsdaten und ihrem undurchsichtigen Innenleben stellen massive <strong>H\u00fcrden bei der Einhaltung von Vorschriften und beim Vertrauen<\/strong> f\u00fcr Unternehmen in regulierten Sektoren wie dem Finanz-, Rechts- und Gesundheitswesen.<\/p><p>Eingabe <strong>Apertus<\/strong>Apertus ist eine vollst\u00e4ndig offene, transparente und mehrsprachige LLM-Suite, die von der ETH Z\u00fcrich, der EPFL und dem Swiss National Supercomputing Centre (CSCS) entwickelt wurde. Benannt nach dem lateinischen Wort f\u00fcr \"offen\", geht es bei Apertus nicht nur um Leistung; es ist ein grundlegendes Modell, das ausdr\u00fccklich f\u00fcr <strong>\u00dcberpr\u00fcfbarkeit, Konformit\u00e4t und globales Vertrauen.<\/strong><\/p><p>F\u00fcr jedes Unternehmen, das sich ernsthaft mit verantwortungsbewusster KI auseinandersetzen m\u00f6chte, stellt Apertus eine entscheidende Ver\u00e4nderung in der LLM-Landschaft dar und zeigt auf, was dies f\u00fcr Ihren Compliance-Rahmen bedeutet.<\/p><p><!-- notionvc: c31ed267-baf3-49b3-91b4-48f67067abf2 --><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-2d8c310 e-flex e-con-boxed e-con e-parent\" data-id=\"2d8c310\" 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-e8a519c elementor-widget elementor-widget-image\" data-id=\"e8a519c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"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=\"1024\" height=\"550\" src=\"https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?fit=1024%2C550&amp;ssl=1\" class=\"attachment-large size-large wp-image-25593\" alt=\"\" srcset=\"https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?w=1200&amp;ssl=1 1200w, https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?resize=300%2C161&amp;ssl=1 300w, https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?resize=1024%2C550&amp;ssl=1 1024w, https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?resize=768%2C413&amp;ssl=1 768w, https:\/\/i0.wp.com\/compliancert.com\/wp-content\/uploads\/2025\/10\/RT-Article-apertus.jpg?resize=18%2C10&amp;ssl=1 18w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dccf118 e-flex e-con-boxed e-con e-parent\" data-id=\"dccf118\" 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-c37412b elementor-widget elementor-widget-text-editor\" data-id=\"c37412b\" 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<h3>1. Das Ende des Black-Box-Problems<\/h3><p>Propriet\u00e4re LLMs zwingen Unternehmen dazu, sich auf externe Compliance-Best\u00e4tigungen zu verlassen. Apertus dreht dieses Drehbuch um, indem es vollst\u00e4ndig transparent ist und zwei systemische Compliance-M\u00e4ngel direkt angeht:<\/p><h4>Vollst\u00e4ndige Reproduzierbarkeit f\u00fcr Audit Trails<\/h4><p>Apertus ist einzigartig in seinem Engagement f\u00fcr offene Wissenschaft. Es ver\u00f6ffentlicht seinen gesamten Entwicklungszyklus: <strong>Modellgewichte, Architektur, Trainingscode und Datenaufbereitungsskripte.<\/strong><\/p><p><strong>Der Compliance-Vorteil:<\/strong> Zum ersten Mal k\u00f6nnen Ihre internen Compliance- oder Rechtsteams theoretisch <strong>die genaue Herkunft zu pr\u00fcfen<\/strong> und die Methodik des von ihnen eingesetzten Modells. Dies ist von entscheidender Bedeutung f\u00fcr die Erf\u00fcllung von Anforderungen im Rahmen globaler Vorschriften wie der <strong>EU-KI-Gesetz<\/strong> und verschiedene Datenschutzgesetze, die Transparenz und Risikobewertung vorschreiben.<\/p><h4>Konforme Datenbeschaffung: Der Hauptunterschied<\/h4><p>Die meisten kommerziellen LLMs wurden wegen ihrer Ausbildungsdaten kritisch be\u00e4ugt, unter anderem wegen unerlaubtem Scraping und der Aufnahme von urheberrechtlich gesch\u00fctzten oder pers\u00f6nlichen Inhalten. Apertus setzt einen neuen, h\u00f6heren Standard:<\/p><ul><li><strong>Nur \u00f6ffentlich verf\u00fcgbare Daten:<\/strong> Apertus wurde vortrainiert <em>ausschlie\u00dflich<\/em> auf offen zug\u00e4nglichen Daten.<\/li><li><strong>Opt-Out-Respekt:<\/strong> Das Verfahren ber\u00fccksichtigt r\u00fcckwirkend <code>robots.txt<\/code> Ausnahmen, um sicherzustellen, dass die W\u00fcnsche der Inhaltseigent\u00fcmer beachtet werden - ein wichtiges ethisches und rechtliches Unterscheidungsmerkmal.<\/li><li><strong>Strenge Filterung:<\/strong> Die Daten wurden akribisch nach toxischen, nicht-permissiven und <strong>pers\u00f6nlich identifizierbare Inhalte (PII)<\/strong>Damit werden die Risiken f\u00fcr den Datenschutz direkt von der Stiftung aus gemildert.<\/li><\/ul><p><strong>Der Compliance-Vorteil:<\/strong> Da Apertus das Modell von Grund auf auf konformen Daten aufbaut, minimiert es Ihr Haftungsrisiko in Bezug auf die Datenherkunft und die unberechtigte Verarbeitung und bietet Ihnen einen erheblichen Vorteil. <strong>saubere Rechtsgrundlage<\/strong> als undurchsichtige Alternativen.<\/p><hr \/><h3>2. Mehrsprachigkeit und verantwortungsvolle KI-Governance<\/h3><p>Apertus \u00fcberwindet die englischsprachige Ausrichtung vieler LLM-Studieng\u00e4nge und ist damit ein entscheidender Vorteil f\u00fcr multinationale Unternehmen:<\/p><h4>Global Language Equity<\/h4><p>Apertus wurde auf 15 Billionen Token in \u00fcber 1.000 Sprachen (mit etwa 40% nicht-englischen Inhalten) trainiert und unterst\u00fctzt bewusst unterrepr\u00e4sentierte Sprachen, darunter Schweizerdeutsch und R\u00e4toromanisch.<\/p><p><strong>Der Compliance-Vorteil:<\/strong> Auf einem globalen Markt ist es weniger wahrscheinlich, dass ein LLM, der sich in mehreren Sprachen bew\u00e4hrt hat, die folgenden Merkmale aufweist <strong>sprachliche Verzerrung<\/strong> oder nicht in der Lage sind, Kunden und Mitarbeiter in verschiedenen Regionen zu bedienen. Dies unterst\u00fctzt die Unternehmensauftr\u00e4ge f\u00fcr <strong>Gerechtigkeit und Integration<\/strong>.<\/p><h4>Angleichung an europ\u00e4ische Normen<\/h4><p>Der in der Schweiz entwickelte Apertus wurde explizit mit R\u00fccksicht auf <strong>Schweizer Datenschutzgesetze<\/strong> und die Transparenzverpflichtungen, die durch die <strong>EU-KI-Gesetz<\/strong>.<\/p><p><strong>Der Compliance-Vorteil:<\/strong> F\u00fcr jedes Unternehmen, das in Europa t\u00e4tig ist, bedeutet die Verwendung eines LLM, das auf diese strengen Vorschriften abgestimmt ist, eine drastische Verringerung des internen Aufwands f\u00fcr die Erfassung der Compliance und die Risikobewertung. Apertus ist als fertige Plattform f\u00fcr die Einhaltung von Vorschriften positioniert.<\/p><hr \/><h3>Der Weg in die Zukunft f\u00fcr Unternehmen<\/h3><p>Apertus bietet eine \u00fcberzeugende Alternative zum Closed-Source-Industriemodell. Durch die Priorisierung von <strong>Offenheit, Einhaltung ethischer Daten und mehrsprachige Einbeziehung<\/strong>erstellt sie eine <strong>neue Basis des Vertrauens<\/strong> f\u00fcr anspruchsvolle Unternehmensanwendungen unerl\u00e4sslich.<\/p><p>F\u00fcr Compliance-Beauftragte, Rechtsteams und CDOs ist die Ver\u00f6ffentlichung von Apertus ein klares Signal: Die Zukunft der KI-Governance erfordert <strong>Transparenz und \u00dcberpr\u00fcfbarkeit<\/strong>. Die Verwendung eines vollst\u00e4ndig offenen Modells erm\u00f6glicht es Ihrer Organisation, sich von der einfachen <em>vertrauensvoll<\/em> die Behauptung eines Verk\u00e4ufers, dass er sich aktiv an die <strong>\u00dcberpr\u00fcfung von<\/strong> die Integrit\u00e4t Ihrer KI-Stiftung.<\/p><p><!-- notionvc: 2499be29-f63e-4e1b-b9c3-72fe094b6e4c --><\/p>\t\t\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<div class=\"elementor-element elementor-element-479f3c0 e-flex e-con-boxed e-con e-parent\" data-id=\"479f3c0\" data-element_type=\"container\" data-e-type=\"container\">\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\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-a68fccf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"a68fccf\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-72ddec2\" data-id=\"72ddec2\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-a21662e elementor-align-start elementor-mobile-align-start elementor-icon-list--layout-traditional elementor-list-item-link-full_width elementor-widget elementor-widget-icon-list\" data-id=\"a21662e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"icon-list.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul class=\"elementor-icon-list-items\">\n\t\t\t\t\t\t\t<li class=\"elementor-icon-list-item\">\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-icon\">\n\t\t\t\t\t\t\t<i aria-hidden=\"true\" class=\"vamtamtheme- vamtam-theme-brand-symbol\"><\/i>\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-icon-list-text\">Wir k\u00f6nnen Ihnen helfen, FADP-konform zu werden!<\/span>\n\t\t\t\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t<\/ul>\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-e9953c7 elementor-widget elementor-widget-text-editor\" data-id=\"e9953c7\" 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>Fachkundige Beratung, erschwingliche L\u00f6sungen und ein nahtloser Weg zur Einhaltung der Vorschriften<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-1c96bc0\" data-id=\"1c96bc0\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"vamtam-has-theme-widget-styles elementor-element elementor-element-461faa9 elementor-align-right elementor-widget__width-auto elementor-tablet-align-justify elementor-mobile-align-justify elementor-widget-tablet__width-inherit elementor-widget-mobile__width-inherit vamtam-has-underline-anim elementor-widget elementor-widget-button\" data-id=\"461faa9\" 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:\/\/compliancert.com\/de\/kontakt-2\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Nehmen Sie Kontakt auf<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>Vertrauen und \u00dcberpr\u00fcfbarkeit mit vollst\u00e4ndig quelloffenen gro\u00dfen Sprachmodellen schaffen<\/p>","protected":false},"author":5,"featured_media":25593,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[67,75,74],"tags":[21,108,193,365,204,364],"class_list":["post-25592","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-articles","category-frameworks-and-regulations","category-news","tag-ai","tag-compliance","tag-data-privacy","tag-ethical-ai","tag-eu-ai-act","tag-grpr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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