{"id":1073,"date":"2025-12-09T09:25:31","date_gmt":"2025-12-09T08:25:31","guid":{"rendered":"https:\/\/www.spotseven.de\/?p=1073"},"modified":"2025-12-09T09:28:12","modified_gmt":"2025-12-09T08:28:12","slug":"das-scheitern-des-scaling-uber-alles-paradigmas","status":"publish","type":"post","link":"https:\/\/www.spotseven.de\/?p=1073","title":{"rendered":"Das Scheitern des &#8220;Scaling-\u00fcber-alles&#8221;-Paradigmas"},"content":{"rendered":"\n<p>Gary Marcus&#8217;s Artikel beschreibt das Scheitern des &#8220;Scaling-\u00fcber-alles&#8221;-Paradigmas in der KI, welches versuchte, allgemeine Intelligenz ausschlie\u00dflich durch die Erh\u00f6hung der Modellgr\u00f6\u00dfe und Datenmenge zu erreichen. Marcus schreibt, dass ein wachsender Konsens innerhalb der KI-Gemeinschaft und -Industrie die inh\u00e4renten Grenzen dieses Ansatzes nun anerkennt und sich f\u00fcr eine Verlagerung hin zu einer kognitiv inspirierten, robusten KI-Entwicklung ausspricht. Mehr: <a href=\"https:\/\/garymarcus.substack.com\/p\/breaking-news-scale-is-all-you-need?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe361711e-8173-454a-9d1d-0eea01e00ed9_2381x1424.png&amp;open=false\">https:\/\/garymarcus.substack.com\/p\/breaking-news-scale-is-all-you-need?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe361711e-8173-454a-9d1d-0eea01e00ed9_2381x1424.png&amp;open=false<\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/garymarcus.substack.com\/p\/breaking-news-scale-is-all-you-need?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe361711e-8173-454a-9d1d-0eea01e00ed9_2381x1424.png&amp;open=false\" target=\"_blank\" rel=\" noreferrer noopener\"><img data-recalc-dims=\"1\" loading=\"lazy\" decoding=\"async\" width=\"657\" height=\"1024\" data-attachment-id=\"1074\" data-permalink=\"https:\/\/www.spotseven.de\/?attachment_id=1074\" data-orig-file=\"https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?fit=1592%2C2482&amp;ssl=1\" data-orig-size=\"1592,2482\" data-comments-opened=\"0\" data-image-meta=\"{&quot;aperture&quot;:&quot;0&quot;,&quot;credit&quot;:&quot;&quot;,&quot;camera&quot;:&quot;&quot;,&quot;caption&quot;:&quot;Screenshot&quot;,&quot;created_timestamp&quot;:&quot;0&quot;,&quot;copyright&quot;:&quot;&quot;,&quot;focal_length&quot;:&quot;0&quot;,&quot;iso&quot;:&quot;0&quot;,&quot;shutter_speed&quot;:&quot;0&quot;,&quot;title&quot;:&quot;Screenshot&quot;,&quot;orientation&quot;:&quot;1&quot;}\" data-image-title=\"Scale is all you need\" data-image-description=\"\" data-image-caption=\"&lt;p&gt;G. Marcus about &amp;#8220;Scale is all you need&amp;#8221;&lt;\/p&gt;\n\" data-large-file=\"https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?fit=657%2C1024&amp;ssl=1\" src=\"https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=657%2C1024&#038;ssl=1\" alt=\"\" class=\"wp-image-1074\" srcset=\"https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=657%2C1024&amp;ssl=1 657w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=481%2C750&amp;ssl=1 481w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=321%2C500&amp;ssl=1 321w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=768%2C1197&amp;ssl=1 768w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=985%2C1536&amp;ssl=1 985w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=1314%2C2048&amp;ssl=1 1314w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=720%2C1123&amp;ssl=1 720w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?resize=560%2C873&amp;ssl=1 560w, https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?w=1592&amp;ssl=1 1592w\" sizes=\"auto, (max-width: 657px) 100vw, 657px\" \/><\/a><figcaption class=\"wp-element-caption\">Figure taken from &#8220;Marcus on AI&#8221;, see: <a href=\"https:\/\/garymarcus.substack.com\/p\/breaking-news-scale-is-all-you-need?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe361711e-8173-454a-9d1d-0eea01e00ed9_2381x1424.png&amp;open=false\">https:\/\/garymarcus.substack.com\/p\/breaking-news-scale-is-all-you-need?img=https%3A%2F%2Fsubstack-post-media.s3.amazonaws.com%2Fpublic%2Fimages%2Fe361711e-8173-454a-9d1d-0eea01e00ed9_2381x1424.png&amp;open=false<\/a><\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Gary Marcus&#8217;s Artikel beschreibt das Scheitern des &#8220;Scaling-\u00fcber-alles&#8221;-Paradigmas in der KI, welches versuchte, allgemeine Intelligenz ausschlie\u00dflich durch die Erh\u00f6hung der &hellip; <a class=\"more-link\" href=\"https:\/\/www.spotseven.de\/?p=1073\">More<\/a><\/p>\n","protected":false},"author":3,"featured_media":1074,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"advanced_seo_description":"","jetpack_seo_html_title":"","jetpack_seo_noindex":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[44,81,76],"tags":[],"class_list":["post-1073","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-llm","category-research",""],"acf":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.spotseven.de\/wp-content\/uploads\/2025\/12\/marcus_2025_12_09.jpg?fit=1592%2C2482&ssl=1","jetpack_likes_enabled":true,"jetpack_sharing_enabled":true,"jetpack-related-posts":[],"jetpack_shortlink":"https:\/\/wp.me\/p2DCPK-hj","_links":{"self":[{"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/posts\/1073","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=1073"}],"version-history":[{"count":3,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/posts\/1073\/revisions"}],"predecessor-version":[{"id":1079,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/posts\/1073\/revisions\/1079"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=\/wp\/v2\/media\/1074"}],"wp:attachment":[{"href":"https:\/\/www.spotseven.de\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=1073"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=1073"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.spotseven.de\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=1073"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}