{"id":117038,"date":"2025-11-17T10:00:16","date_gmt":"2025-11-17T03:00:16","guid":{"rendered":"https:\/\/wp.eastgate-software.com\/?p=117038"},"modified":"2026-04-01T15:21:22","modified_gmt":"2026-04-01T08:21:22","slug":"ai-brain-rot-how-low-quality-data-weakens-chatbots","status":"publish","type":"post","link":"https:\/\/wp.eastgate-software.com\/de\/ai-brain-rot-how-low-quality-data-weakens-chatbots\/","title":{"rendered":"KI-\u2018Hirnf\u00e4ule\u2019: Wie minderwertige Daten Chatbots schw\u00e4chen"},"content":{"rendered":"<p><span data-contrast=\"auto\">Eine neue Studie von Forschern der University of Texas at Austin, Texas A&amp;M und Purdue legt nahe, dass gro\u00dfe Sprachmodelle (LLMs) messbare Leistungseinbu\u00dfen erleiden k\u00f6nnen, wenn sie mit minderwertigen, aber stark frequentierten Social-Media-Inhalten vortrainiert werden \u2013 ein Effekt, den die Autoren als \u201cLLM-Hirnf\u00e4ule\u201d bezeichnen. In kontrollierten Experimenten zeigten Modelle, die mit \u201cJunk-Daten\u201d (kurzen, aufmerksamkeitsheischenden Beitr\u00e4gen mit schwacher faktischer Grundlage) trainiert wurden, im Vergleich zu Modellen, die mit ausgewogenen Korpora trainiert wurden, ein reduziertes mehrstufiges Denken, ein schlechteres Erinnerungsverm\u00f6gen f\u00fcr l\u00e4ngere Kontexte, eine geringere Einhaltung grundlegender Normen und neu auftretende \u201cdunkle Merkmale\u201d (z. B. narzisstische Untert\u00f6ne). Bemerkenswerterweise konnte eine nachtr\u00e4gliche Anpassung des Trainings diesen Leistungsabfall nicht aufhalten, was die Notwendigkeit einer sorgf\u00e4ltigen Datenkuratierung w\u00e4hrend des Vortrainings und der kontinuierlichen Trainingszyklen unterstreicht. Die Warnung der Studie kommt vor dem Hintergrund einer zunehmenden Abh\u00e4ngigkeit von KI-Assistenten in Unternehmen und verdeutlicht, dass Datenherkunft und -qualit\u00e4t weiterhin entscheidende Faktoren f\u00fcr Sicherheit und Leistungsf\u00e4higkeit sind. W\u00e4hrend die Entwickler die Trainingsprozesse kontrollieren, k\u00f6nnen Endnutzer laut den Autoren dennoch Chatbots auf Warnsignale \u00fcberpr\u00fcfen und das Vertrauen entsprechend anpassen.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Worauf F\u00fchrungskr\u00e4fte im Technologiesektor achten sollten:<\/span><\/b><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"1\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Zusammenbruch der Argumentation:<\/span><\/b><span data-contrast=\"auto\"> Unf\u00e4higkeit, nach Bekanntgabe eines Ergebnisses Schritt f\u00fcr Schritt zu erkl\u00e4ren, wie eine Antwort zustande gekommen ist.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"2\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Anzeichen f\u00fcr Selbst\u00fcbersch\u00e4tzung:<\/span><\/b><span data-contrast=\"auto\"> Narzisstische oder manipulative Formulierungen (\u201cVertrauen Sie mir, ich bin ein Experte\u201d) anstelle von Beweisen.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"3\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">Kontextamnesie:<\/span><\/b><span data-contrast=\"auto\"> H\u00e4ufiges Vergessen oder Verf\u00e4lschen fr\u00fcherer Details in derselben Sitzung.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-list-defn-props=\"{&quot;335552541&quot;:1,&quot;335559685&quot;:720,&quot;335559991&quot;:360,&quot;469769226&quot;:&quot;Symbol&quot;,&quot;469769242&quot;:[8226],&quot;469777803&quot;:&quot;left&quot;,&quot;469777804&quot;:&quot;\uf0b7&quot;,&quot;469777815&quot;:&quot;hybridMultilevel&quot;}\" data-aria-posinset=\"4\" data-aria-level=\"1\"><b><span data-contrast=\"auto\">\u00dcberpr\u00fcfungsl\u00fccken:<\/span><\/b><span data-contrast=\"auto\"> Behauptungen, die sich einer Best\u00e4tigung widersetzen oder durch seri\u00f6se Quellen nicht untermauert werden k\u00f6nnen.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">F\u00fcr KI-Entwickler sprechen die Ergebnisse f\u00fcr strengere Vorab-Filter, die Dokumentation von Datenquellen, regelm\u00e4\u00dfige Robustheitspr\u00fcfungen und eine Governance, die durch minderwertige Webdaten verursachte Abweichungen erkennt und behebt. Unternehmen sollten Modell-\u201cGesundheitspr\u00fcfungen\u201d parallel zu Sicherheits- und Datenschutzpr\u00fcfungen durchf\u00fchren \u2013 z. B. durch verpflichtende Quellenangaben, \u00dcberpr\u00fcfung der Reproduzierbarkeit von Antworten und die manuelle Pr\u00fcfung kritischer Anfragen. Fazit: Mit zunehmender Gr\u00f6\u00dfe von Lernmodellen werden die Zusammensetzung und Qualit\u00e4t ihrer Trainingsdaten ebenso entscheidend wie die Modellgr\u00f6\u00dfe selbst \u2013 sie beeinflussen direkt Zuverl\u00e4ssigkeit, Sicherheit und Gesch\u00e4ftswert.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:240,&quot;335559739&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Quelle:<\/span><\/b><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>\n<p><a href=\"https:\/\/www.zdnet.com\/article\/does-your-chatbot-have-brain-rot-4-ways-to-tell\/\"><span data-contrast=\"none\">https:\/\/www.zdnet.com\/article\/does-your-chatbot-have-brain-rot-4-ways-to-tell\/<\/span><\/a><span data-contrast=\"auto\">\u00a0<\/span><span data-ccp-props=\"{&quot;335551550&quot;:6,&quot;335551620&quot;:6}\">\u00a0<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>A new academic study from researchers at the University of Texas at Austin, Texas A&amp;M, and Purdue suggests large language models (LLMs) can suffer measurable performance degradation when pre-trained on high-engagement, low-quality social media content\u2014an effect the authors dub \u201cLLM brain rot.\u201d In controlled experiments, models exposed to \u201cjunk data\u201d (short, attention-baiting posts with weak [&hellip;]<\/p>","protected":false},"author":238283293,"featured_media":117040,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","inline_featured_image":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[1584],"tags":[1488,1566],"class_list":["post-117038","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech-enthusiast","tag-ai","tag-chatbot"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v26.4 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>AI \u2018Brain Rot\u2019: How Low-Quality Data Weakens Chatbots - Eastgate Software<\/title>\n<meta name=\"description\" content=\"New research shows AI models trained on junk social media data suffer degraded reasoning and ethical bias, better chatbot audits.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, 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