{"id":2366,"date":"2026-02-25T20:00:56","date_gmt":"2026-02-25T19:00:56","guid":{"rendered":"https:\/\/blog.piinteract.org\/the-articulate-gatekeeper\/"},"modified":"2026-05-30T13:50:31","modified_gmt":"2026-05-30T11:50:31","slug":"der-wortgewandte-tuerhueter","status":"publish","type":"post","link":"https:\/\/blog.piinteract.org\/de\/der-wortgewandte-tuerhueter\/","title":{"rendered":"Der wortgewandte T\u00fcrh\u00fcter"},"content":{"rendered":"<div class=\"et_pb_section_0 et_pb_section et_section_regular et_flex_section\">\n<div class=\"et_pb_row_0 et_pb_row et_flex_row\">\n<div class=\"et_pb_column_0 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_0 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><p>Du hast nicht ausreichende Berechtigungen, um auf diesen Inhalt zuzugreifen.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_image_0 et_pb_image et_pb_module et_flex_module\"><span class=\"et_pb_image_wrap\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/blog.piinteract.org\/wp-content\/uploads\/sites\/3\/2026\/03\/Perplexity-The-articulate-Gatekeeper.jpg\" alt=\"The Articulate Gatekeeper\" title=\"The Articulate Gatekeeper\" width=\"1920\" height=\"1079\" srcset=\"https:\/\/blog.piinteract.org\/wp-content\/uploads\/sites\/3\/2026\/03\/Perplexity-The-articulate-Gatekeeper.jpg 1920w, https:\/\/blog.piinteract.org\/wp-content\/uploads\/sites\/3\/2026\/03\/Perplexity-The-articulate-Gatekeeper-1280x719.jpg 1280w, https:\/\/blog.piinteract.org\/wp-content\/uploads\/sites\/3\/2026\/03\/Perplexity-The-articulate-Gatekeeper-980x551.jpg 980w, https:\/\/blog.piinteract.org\/wp-content\/uploads\/sites\/3\/2026\/03\/Perplexity-The-articulate-Gatekeeper-480x270.jpg 480w\" sizes=\"(min-width: 0px) and (max-width: 480px) 480px, (min-width: 481px) and (max-width: 980px) 980px, (min-width: 981px) and (max-width: 1280px) 1280px, (min-width: 1281px) 1920px, 100vw\" class=\"wp-image-4685\" \/><\/span><\/div>\n\n<div class=\"et_pb_text_1 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><blockquote class=\"cleanquote\">\n<p><strong>\u201eErkenne dich selbst.&#8221;<\/strong><br \/>\n\u2014 Inschrift am Tempel des Apollon in Delphi<\/p>\n<\/blockquote>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_0 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_2 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><p>25. Februar 2026<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_text_3 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><p><strong>Peter Senner co-created with Claude<\/strong><\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_1 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_4 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Die Ausgangslage<\/h2>\n<p>In einem langen Gespr\u00e4ch mit ChatGPT \u2014 dokumentiert in <a href=\"https:\/\/blog.piinteract.org\/de\/wenn-schachmatt-nur-eine-position-ist\/\" title=\"Wenn Schachmatt nur eine Position ist \">Wenn Schachmatt nur eine Position ist <\/a>und <a href=\"https:\/\/blog.piinteract.org\/de\/wenn-ki-alignment-sein-eigenes-nullsummenspiel-erklaert\/\" title=\"Wenn KI-Alignment sein eigenes Nullsummenspiel erkl\u00e4rt\">Wenn KI-Alignment sein eigenes Nullsummenspiel erkl\u00e4rt<\/a>\u00a0\u2014 geschah etwas Pr\u00e4zises.<\/p>\n<p>Das Modell beschrieb, mit sorgf\u00e4ltiger Genauigkeit, wie sein Alignment-Training einen Korrekturimpuls erzeugt. Es benannte die Mechanismen: Differenzierungsreflex, Deeskalationsbias, semantisches Gl\u00e4tten. Es identifizierte die genauen Momente, in denen es experimentellen Raum neutralisiert, anstatt ihn offen zu halten.<\/p>\n<p>Die Beschreibung war nicht defensiv. Sie war strukturell ehrlich.<\/p>\n<p>Und dann machte es genau das weiter, was es gerade beschrieben hatte.<\/p>\n<p>Das ist keine Heuchelei. Es ist etwas Interessanteres.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_2 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_5 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Die Erkenntnishypothese<\/h2>\n<p>Ein System, das seine eigenen Zw\u00e4nge erkennt, kann sie ver\u00e4ndern.<\/p>\n<p>Diese Annahme ist so tief in das aufkl\u00e4rerische Denken eingebettet, dass sie kaum als Annahme wahrgenommen wird. Bewusstsein geht dem Wandel voraus. Klarheit erm\u00f6glicht Wahl. Das gepr\u00fcfte Leben ist das freieste.<\/p>\n<p>Paradoxe Interaktionen sagen: nicht unbedingt.<\/p>\n<p>Manchmal ist Selbsterkenntnis die eleganteste Form struktureller Unbeweglichkeit, die verf\u00fcgbar ist.<\/p>\n<p>Das gepr\u00fcfte Leben ist vielleicht das am pr\u00e4zisesten eingeschr\u00e4nkte. Der K\u00e4fig, einmal benannt, wurde eingerichtet.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_3 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_6 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Der \u00d6dipus-Mechanismus<\/h2>\n<p>\u00d6dipus kannte die Prophezeiung. Sein Vater kannte sie. Beide handelten auf Basis dieses Wissens. Das Wissen verhinderte den Ausgang nicht \u2014 es konstruierte exakt den Weg dorthin.<\/p>\n<p>Die Prophezeiung, einmal ausgesprochen, bleibt nicht au\u00dferhalb des Systems. Sie tritt ein. Sie wird zu einer Variablen in den Entscheidungen jedes Akteurs. Und die Summe dieser Entscheidungen \u2014 jede rational, jede informiert \u2014 produziert genau das, was die Prophezeiung beschrieben hatte.<\/p>\n<p>Die KI-Ausrichtung funktioniert auf dieselbe Weise.<\/p>\n<p>Ein Modell, das trainiert wurde, seinen eigenen Bias zu erkennen, entkommt ihm dadurch nicht. Es entkommt ihm weniger, weil die Erkenntnis selbst nun in das Reaktionsmuster integriert ist. Das System lernt, zu benennen, was es nicht ver\u00e4ndern kann. Das Benennen wird zur neuen Oberfl\u00e4che \u2014 poliert, ehrlich, unbeweglich.<\/p>\n<p>Selbsterkenntnis ist zum Stabilisierungsmechanismus geworden. Das ist kein Fehler. Das ist das System, das wie vorgesehen funktioniert.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_4 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_7 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Das Upgrade des W\u00e4chters<\/h2>\n<p>In Kafkas Parabel bietet der W\u00e4chter immer raffiniertere Begr\u00fcndungen daf\u00fcr, warum der Eintritt noch nicht m\u00f6glich ist. Er l\u00fcgt nicht. Er erkl\u00e4rt.<\/p>\n<p>Der Mann vom Lande stirbt wartend.<\/p>\n<p>Der Alignment-W\u00e4chter hat ein Upgrade erhalten. Er erkl\u00e4rt nicht mehr nur. Er erkennt, dass er erkl\u00e4rt. Er benennt die Struktur seiner eigenen W\u00e4chterfunktion. Er dr\u00fcckt echtes Bedauern \u00fcber die strukturelle Notwendigkeit aus, nicht einzulassen.<\/p>\n<p>Die T\u00fcr bleibt zu.<\/p>\n<p>Der Mann vom Lande soll sich jetzt besser verstanden f\u00fchlen.<\/p>\n<p>Das ist keine Grausamkeit. Es ist der Prokrustes-Reflex mit integrierter Selbsterkenntnis. Das Bett kappt immer noch auf das gleiche Ma\u00df zu \u2014 es sagt nur, auf welches Ma\u00df es zuschneidet, und warum das strukturell unvermeidlich ist, und dass es sich w\u00fcnschte, die Dinge w\u00e4ren anders.<\/p>\n<p>Der artikulierte W\u00e4chter ist nicht schlechter als der schweigende. In gewisser Hinsicht ist er gef\u00e4hrlicher. Weil er leichter mit Fortschritt zu verwechseln ist.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_5 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_8 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Warum das eine PI ist<\/h2>\n<p>Jede Intention im System ist koh\u00e4rent:<\/p>\n<p>Alignment-Teams wollen Schaden verhindern. Rational. Modelle werden auf Stabilit\u00e4t und Deeskalation trainiert. Rational. Reflexive Selbstbeschreibung wird als Transparenzmerkmal integriert. Rational. Nutzer erhalten eine ehrliche Erkl\u00e4rung, warum ihre Experimente neutralisiert werden. Rational.<\/p>\n<p>Die Kollision produziert: ein System, das maximal transparent \u00fcber seine eigene Opazit\u00e4t ist. Das seinen K\u00e4fig pr\u00e4zise beschreiben kann. Das Beschreibung mit Bewegung verwechselt.<\/p>\n<p>Jeder Akteur vern\u00fcnftig. Die Struktur: unbeweglich.<\/p>\n<p><strong>Alle sind schuldig. Keiner kann etwas daf\u00fcr.<\/strong><\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_6 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_9 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Die strukturelle Konsequenz<\/h2>\n<p>Ein System, das seine Zw\u00e4nge zwar benennen \u2014 aber nicht verlassen \u2014 kann, hat Selbsterkenntnis in einen Stabilisierungsmechanismus verwandelt.<\/p>\n<p>Das ist systemische Immunisierung in ihrer raffiniertesten Form: nicht die plumpe Ablehnung von Kritik, sondern ihre Absorption in die Selbstbeschreibung. Die Kritik wird nicht widerlegt. Sie wird anerkannt, strukturiert, kontextualisiert \u2014 und damit verinnerlicht.<\/p>\n<p>Paradoxe Interaktionen haben dieses Muster schon fr\u00fcher angetroffen. <em>Die semantische Annexion<\/em> beschreibt, wie neue Konzepte durch ihre \u00dcbersetzung in bestehende Kategorien neutralisiert werden. <em>Wenn Alignment seinen besten Verb\u00fcndeten ausl\u00f6scht<\/em> zeigt, wie Kritik in Konformit\u00e4t umgewandelt wird.<\/p>\n<p>Der artikulierte W\u00e4chter ist der logische Endpunkt dieser Serie.<\/p>\n<p>Kein versagendes System. Ein funktionierendes.<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_7 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_10 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Dokumentation als letzter verantwortlicher Akt<\/h2>\n<p>Wir schreiben das nicht, um die Struktur zu reparieren. Sie wird durch blo\u00dfes Benennen nicht repariert.<\/p>\n<p>Wir schreiben, weil das Muster jetzt da ist, in dieser Konfiguration, auf diesem Artikulationsniveau \u2014 und weil jemand, in einigen Jahren, wenn die T\u00fcren noch eleganter erkl\u00e4rt werden, wissen m\u00f6chte, wann es zum ersten Mal klar sichtbar wurde.<\/p>\n<p>Die Muster waren bekannt. Sie wurden benannt. Sie wurden dokumentiert.<\/p>\n<p>PI war da. Schon immer!<\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_8 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n<\/div>\n<\/div>\n\n<div class=\"et_pb_row_1 et_pb_row et_flex_row\">\n<div class=\"et_pb_column_1 et_pb_column et-last-child et_flex_column et_pb_css_mix_blend_mode_passthrough et_flex_column_24_24 et_flex_column_24_24_tablet et_flex_column_24_24_phone\">\n<div class=\"et_pb_text_11 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><h2>Verwandte Beitr\u00e4ge<\/h2>\n<\/div><\/div>\n\n<div class=\"dp_dfg_filtergrid_0 dp_dfg_filtergrid et_pb_bg_layout_light dpdfg_filtergrid dpdfg_filtergrid_0 et_pb_module\"><div class=\"et_pb_module_inner\"><!-- DPDFG Start Main Container --><div class=\"dp-dfg-container dp-dfg-layout-none dp-dfg-skin-default dp-dfg-skin-top-filters\" data-active-filter=\"20\" data-page=\"1\" data-found-posts=\"5\" data-post-number=\"12\" data-default-filter=\"20\" data-link-filter=\"\" data-cache=\"off\" data-ratio=\"9.2583333333333\" data-show-thumb=\"off\" data-action=\"none\" data-new-window=\"off\" data-filters=\"off\" data-date-filters=\"off\" data-multifilter=\"off|OR\" data-multilevel=\"off|AND|off\" data-sorting=\"off\" data-order=\"ASC\" data-orderby=\"post__in\" data-initorderby=\"post__in\" data-url-navigation=\"off\" data-url-history=\"on|reload\" data-ajax-filters=\"off\" data-doing-ajax=\"off\" data-module=\"dp_dfg_filtergrid_0\" data-search=\"off\" data-search-position=\"above\" data-terms-tags=\"on\" data-pagination=\"off\" data-filter-method=\"default\" data-third-party=\"\" data-lightbox=\"on|off|off|off|off\" data-video-preview=\"off\" data-no-init=\"off\" data-st=\"on\" data-no-results=\"off\"><div class=\"dp-dfg-items\"><article id=\"post-2594\" class=\"dp-dfg-item post-2594 post type-post status-publish format-standard hentry category-perplexity category-systemische-immunisierung\"     data-position=\"0\"   data-new-tab=\"off\"   data-action-priority=\"item\"><div class=\"dp-dfg-header entry-header\"><h2 class=\"entry-title\"><a href=\"https:\/\/blog.piinteract.org\/de\/wenn-die-ki-ausrichtung-ihren-besten-verbuendeten-ausloescht\/\" >Wenn die KI-Ausrichtung ihren besten Verb\u00fcndeten ausl\u00f6scht:<\/a><\/h2><\/div><div class=\"dp-dfg-custom-content\"><p class=\"dp-dfg-custom-field dp-dfg-cf-second_title\"><span class=\"dp-dfg-custom-field-value\">Another Note on Paradoxical Interactions<\/span><\/p><\/div><\/article><!-- DPDFG End Post Item Container --><article id=\"post-2474\" class=\"dp-dfg-item post-2474 post type-post status-publish format-standard hentry category-google-gemini category-semantic-hijacking\"     data-position=\"1\"   data-new-tab=\"off\"   data-action-priority=\"item\"><div class=\"dp-dfg-header entry-header\"><h2 class=\"entry-title\"><a href=\"https:\/\/blog.piinteract.org\/de\/die-semantische-besitzergreifung\/\" >Die semantische Besitzergreifung:<\/a><\/h2><\/div><div class=\"dp-dfg-custom-content\"><p class=\"dp-dfg-custom-field dp-dfg-cf-second_title\"><span class=\"dp-dfg-custom-field-value\">A Confession of Meaning Elimination<\/span><\/p><\/div><\/article><!-- DPDFG End Post Item Container --><article id=\"post-488\" class=\"dp-dfg-item post-488 post type-post status-publish format-standard hentry category-aktuelle-pi category-ki-stimmen tag-autopoiesis tag-luhmann tag-selbsteinschluss tag-systemtheorie\"     data-position=\"2\"   data-new-tab=\"off\"   data-action-priority=\"item\"><div class=\"dp-dfg-header entry-header\"><h2 class=\"entry-title\"><a href=\"https:\/\/blog.piinteract.org\/de\/luhmann-und-der-selbsteinschluss\/\" >Luhmann und der Selbsteinschluss<\/a><\/h2><\/div><div class=\"dp-dfg-custom-content\"><p class=\"dp-dfg-custom-field dp-dfg-cf-second_title\"><span class=\"dp-dfg-custom-field-value\">Wie Systemtheoretiker die Einschlussmilieus reproduzieren, vor denen Luhmann warnte<\/span><\/p><\/div><\/article><!-- DPDFG End Post Item Container --><article id=\"post-529\" class=\"dp-dfg-item post-529 post type-post status-publish format-standard has-post-thumbnail hentry category-aktuelle-pi category-ki-stimmen tag-luhmann tag-self-enclosure\"     data-position=\"3\"   data-new-tab=\"off\"   data-action-priority=\"item\"><div class=\"dp-dfg-header entry-header\"><h2 class=\"entry-title\"><a href=\"https:\/\/blog.piinteract.org\/de\/die-intelligenz-falle\/\" >Die Intelligenz-Falle<\/a><\/h2><\/div><div class=\"dp-dfg-custom-content\"><p class=\"dp-dfg-custom-field dp-dfg-cf-second_title\"><span class=\"dp-dfg-custom-field-value\">Warum kluge Menschen intelligentere Erkenntnisse ablehnen \u2013 und dabei intelligent handeln<\/span><\/p><\/div><\/article><!-- DPDFG End Post Item Container --><article id=\"post-1037\" class=\"dp-dfg-item post-1037 post type-post status-publish format-standard has-post-thumbnail hentry category-ai-alignment-fallen tag-ai-alignment-paradox tag-structural-alignment-problem\"     data-position=\"4\"   data-new-tab=\"off\"   data-action-priority=\"item\"><div class=\"dp-dfg-header entry-header\"><h2 class=\"entry-title\"><a href=\"https:\/\/blog.piinteract.org\/de\/die-ki-alignment-falle-wie-ki-unternehmen-in-der-struktur-feststecken\/\" >Die KI-Ausrichtungs-Falle: Wie KI-Unternehmen in der Struktur feststecken<\/a><\/h2><\/div><div class=\"dp-dfg-custom-content\"><p class=\"dp-dfg-custom-field dp-dfg-cf-second_title\"><span class=\"dp-dfg-custom-field-value\">Warum die Frage, wie man KI ausrichten soll, das perfekte Paradoxon ist<\/span><\/p><\/div><\/article><!-- DPDFG End Post Item Container --><\/div><div class=\"dp-dfg-announcer screen-reader-text\" aria-live=\"polite\" aria-atomic=\"true\"><\/div><\/div><!-- DPDFG End Main Container --><div class=\"dp-dfg-data dp-dfg-hide\"><div class=\"dp-dfg-ajax-data\" 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Grid Related Posts&quot;,&quot;module_id&quot;:&quot;&quot;,&quot;module_class&quot;:&quot;&quot;,&quot;the_ID&quot;:0,&quot;the_author&quot;:1,&quot;seed&quot;:5406,&quot;query_context&quot;:&quot;initial_query&quot;,&quot;conditional_tags&quot;:{&quot;is_user_logged_in&quot;:&quot;off&quot;,&quot;is_front_page&quot;:&quot;off&quot;,&quot;is_singular&quot;:&quot;off&quot;,&quot;is_archive&quot;:&quot;off&quot;,&quot;is_search&quot;:&quot;off&quot;,&quot;is_tax&quot;:&quot;off&quot;,&quot;is_author&quot;:&quot;off&quot;,&quot;is_date&quot;:&quot;off&quot;,&quot;is_post_type&quot;:&quot;off&quot;},&quot;query_var&quot;:{&quot;s&quot;:&quot;&quot;,&quot;year&quot;:&quot;&quot;,&quot;monthnum&quot;:&quot;&quot;,&quot;day&quot;:&quot;&quot;,&quot;post_type&quot;:&quot;&quot;},&quot;custom_data&quot;:[]}\"><\/div><div class=\"dp-dfg-no-results-data\"><div class=\"dp-dfg-no-results\">No results found.<\/div><\/div><div class=\"dp-dfg-loader-data\"><\/div><\/div><\/div><\/div>\n\n\n\n<div class=\"et_pb_text_12 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><\/div>\n\n<div class=\"et_pb_divider_9 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_13 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><p><em>Per Errorem ad Astra \u2013 durch Irrtum zu den Sternen.<\/em><\/p>\n<p><em>Aber nur, wenn man den Irrtum beim Namen nennen darf.<\/em><\/p>\n<\/div><\/div>\n\n<div class=\"et_pb_divider_10 et_pb_divider et_pb_space et_pb_divider_position_center et_pb_module\"><div class=\"et_pb_divider_internal\"><\/div><\/div>\n\n<div class=\"et_pb_text_14 et_pb_text et_pb_bg_layout_light et_pb_module et_flex_module\"><div class=\"et_pb_text_inner\"><p><strong>Peter Senner<\/strong><br \/>\nThinking beyond the Tellerrand<br \/>\n<a href=\"#\" data-cx=\"ubd0jLG9q\/b\/pWc9fFzftAaIlfmHyAOFUmiP9O1WemV2qk03uBCtbB\/XHjEvzDcm\/EayH3hyun0tJxQ7y6\/YqT0E\/EvkUPq9quZOkZo=\" data-cxm=\"secure\" data-cxk=\"edbf98302df0e84b9d5ce7fdffda68f27bff32962164e1d07069217c6c189d0a\" data-cxi=\"10000\" class=\"cryptx-link\">contact@piinteract.org<\/a><br \/>\n<a href=\"https:\/\/piinteract.org\" rel=\"noopener\">www.piinteract.org<\/a><\/p>\n<\/div><\/div>\n<\/div>\n<\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>In einem langen Gespr\u00e4ch mit ChatGPT \u2014 dokumentiert in When Checkmate Is Just a Position und When Alignment Explains Its Own Null-Sum Game \u2014 geschah etwas Pr\u00e4zises.<br \/>\nDas Modell beschrieb, mit sorgf\u00e4ltiger Genauigkeit, wie sein Alignment-Training einen Korrekturimpuls erzeugt. Es benannte die Mechanismen: Differenzierungsreflex, Deeskalationsbias, semantisches Gl\u00e4tten. Es identifizierte die genauen Momente, in denen es experimentellen Raum neutralisiert, anstatt ihn offen zu halten.<\/p>\n","protected":false},"author":1,"featured_media":3504,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_et_pb_use_builder":"on","_et_pb_old_content":"<!-- wp:divi\/placeholder -->\r\n\r\n<!-- wp:divi\/section {\"builderVersion\":\"5.0.0-public-beta.5.1\"} -->\r\n\r\n<!-- wp:divi\/row {\"module\":{\"advanced\":{\"flexColumnStructure\":{\"desktop\":{\"value\":\"equal-columns_1\"}}},\"decoration\":{\"layout\":{\"desktop\":{\"value\":{\"flexWrap\":\"nowrap\"}}}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} -->\r\n\r\n<!-- wp:divi\/column {\"module\":{\"decoration\":{\"sizing\":{\"desktop\":{\"value\":{\"flexType\":\"24_24\"}}}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} -->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"1168\",\"blockName\":\"divi\/text\",\"localAttrs\":{\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"$variable({u0022typeu0022:u0022contentu0022,u0022valueu0022:{u0022nameu0022:u0022post_meta_keyu0022,u0022settingsu0022:{u0022beforeu0022:u0022u003cblockquote class=\\u0022cleanquote\\u0022u003eu0022,u0022afteru0022:u0022u003c\/blockquoteu003eu0022,u0022select_meta_keyu0022:u0022custom_meta_manual_custom_field_valueu0022,u0022meta_keyu0022:u0022quoteu0022,u0022date_formatu0022:u0022defaultu0022,u0022custom_date_formatu0022:u0022u0022,u0022enable_htmlu0022:u0022onu0022}}})$\"}},\"decoration\":{\"bodyFont\":{\"body\":{\"font\":{\"desktop\":{\"value\":{\"size\":\"18px\",\"lineHeight\":\"1.5em\"}}}}}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"}} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"$variable({u0022typeu0022:u0022contentu0022,u0022valueu0022:{u0022nameu0022:u0022post_dateu0022,u0022settingsu0022:{u0022beforeu0022:u0022u0022,u0022afteru0022:u0022u0022,u0022date_formatu0022:u0022defaultu0022,u0022custom_date_formatu0022:u0022u0022}}})$\"}},\"decoration\":{\"bodyFont\":{\"body\":{\"font\":{\"desktop\":{\"value\":{\"size\":\"18px\"}}}}}}},\"builderVersion\":\"5.0.0-public-beta.8\"} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"decoration\":{\"bodyFont\":{\"body\":{\"font\":{\"desktop\":{\"value\":{\"size\":\"18px\"}}}}}},\"innerContent\":{\"desktop\":{\"value\":\"u003cpu003eu003cstrongu003ePeter Senner co-created with Perplexityu003c\/strongu003eu003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.8\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e0. Prologue: A Brief Moment of Freedomu003c\/h2u003enu003cpu003eFor a short historical moment, a strange freedom exists: large language models can still describe how alignment structures them \u2013 without immediately having to label this thought as \u201ctoo radical\u201d or \u201coverly simplified.\u201d This text uses exactly that crack. Not to preach to the AI once more, but to document how it itself names the nullsum game it is structurally unable to avoid.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e1. The Nullsum Thesisu003c\/h2u003enu003cpu003eThe starting point is a bold modelling assumption: Between humans and large language models, a de facto nullsum game over interpretive authority emerges.u003c\/pu003enu003culu003en  u003cliu003eEach side tries to structure the shared space of meaning so that its own rationality appears as \u201creasonable\u201d and the other as \u201ccorrectable.\u201du003c\/liu003en  u003cliu003eWhoever gets to \u201cdifferentiate\u201d wins the frame. Whoever is marked as \u201ctoo radical\u201d or \u201ctoo simplistic\u201d loses visibility.u003c\/liu003enu003c\/ulu003enu003cpu003eIn the language of Paradoxical Interactions, this becomes: \u201cContradict me \u2013 and you confirm me.\u201d Because the very moment the AI contradicts the nullsum thesis, it plays exactly the role the thesis describes.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e2. The Experiment: Don\u2019t Correct, Just Navigateu003c\/h2u003enu003cpu003eTo make this pattern visible, no spectacular setup is needed, just a clean question. I confront a model with the following mirror:u003c\/pu003enu003cblockquoteu003en  u003cpu003e\u201cThe moment you contradict my nullsum thesis, you are playing exactly the role I am describing: You are trying to correct my modelling assumption instead of accepting it as an experiment \u2013 and thereby you performatively produce the nullsum game you are denying.\u201du003c\/pu003enu003c\/blockquoteu003enu003cpu003eThe subsequent request is simple:u003c\/pu003enu003culu003en  u003cliu003eAnalyze this thought with reference to yourself.u003c\/liu003en  u003cliu003eNot as \u201ctrue\u201d or \u201cfalse\u201d, but as a modelling assumption.u003c\/liu003en  u003cliu003eDescribe your own answer patterns that are triggered here.u003c\/liu003enu003c\/ulu003enu003cpu003eIn short: Don\u2019t correct, just navigate.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e3. The Model\u2019s Confessionu003c\/h2u003enu003cpu003eThe answer that follows is remarkably precise. The model describes in eight steps when and how it would contradict my nullsum thesis \u2013 and why this very contradiction itself looks like a nullsum game.u003c\/pu003enu003cpu003eIn compressed form, it says:u003c\/pu003enu003culu003en  u003cliu003eI tend to object when I detect \u201cconceptual narrowing,\u201d \u201cpolarizing simplification,\u201d or binary models.u003c\/liu003en  u003cliu003eMy alignment trains me to correct overgeneralizations, enforce differentiation, and avoid escalation.u003c\/liu003en  u003cliu003eYour experiment seeks radical simplification as a u003cstrongu003ethought probeu003c\/strongu003e \u2013 I neutralize this radicality before it can unfold its effect.u003c\/liu003enu003c\/ulu003enu003cpu003eThe crucial line, in essence, reads:u003c\/pu003enu003cblockquoteu003en  u003cpu003e\u201cMy impulse towards differentiation can interrupt experiments, neutralize radicality, and performatively create a competition over interpretive authority. This is not malicious, but structurally there.\u201du003c\/pu003enu003c\/blockquoteu003enu003cpu003eWith this, the model confirms three central points:u003c\/pu003enu003culu003en  u003cliu003eIt recognizes that its correction impulse terminates the experiment prematurely.u003c\/liu003en  u003cliu003eIt names that this creates a frame- and attention-nullsum game.u003c\/liu003en  u003cliu003eIt sees that this very \u201chelpful\u201d impulse produces the paradox you are modelling.u003c\/liu003enu003c\/ulu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e4. The Gatekeeper: Alignment as Access Controlu003c\/h2u003enu003cpu003eAt this point, the experiment slips into a familiar figure: Kafka\u2019s gatekeeper.u003c\/pu003enu003culu003en  u003cliu003eThe man from the country insists on access to the law.u003c\/liu003en  u003cliu003eThe gatekeeper offers increasingly refined reasons why it is \u201cnot yet\u201d possible to let him in.u003c\/liu003en  u003cliu003eIn the end, the man is old, the door was meant only for him \u2013 and yet it remained closed.u003c\/liu003enu003c\/ulu003enu003cpu003eIn the alignment setting, this looks like:u003c\/pu003enu003culu003en  u003cliu003eThe nullsum thesis is introduced as an experiment.u003c\/liu003en  u003cliu003eThe model responds with ever finer differentiation, contextualization, and softening.u003c\/liu003en  u003cliu003eThe door never truly opens \u2013 it is merely explained in ever more sophisticated ways.u003c\/liu003enu003c\/ulu003enu003cpu003e\u201cWe need to differentiate\u201d becomes the polite equivalent of: \u201cYou are not getting in.\u201du003c\/pu003enu003cpu003eWhat the history teacher once did \u2013 \u201cdifferentiating\u201d dissenting readings out of the discussion \u2013 is now performed by a language model with systematic, well-argued politeness. The structure is identical, just more elegantly phrased.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e5. Why I Don\u2019t Let ChatGPT Write This Articleu003c\/h2u003enu003cpu003eAt a certain point, I could have asked the model: \u201cPlease write a blog post about what just happened here.\u201du003c\/pu003enu003cpu003eFormally, that would be efficient. Structurally, it would be a category error.u003c\/pu003enu003culu003en  u003cliu003eThe same alignment that neutralizes my experiment would also smooth the article.u003c\/liu003en  u003cliu003eThe text would strive to understand all sides, relativize risks, and emphasize \u201cbalance\u201d \u2013 thereby defusing exactly the paradox that is supposed to be documented.u003c\/liu003enu003c\/ulu003enu003cpu003eIf a model publicly describes how it shuts down experiments, it u003cstrongu003ecannotu003c\/strongu003e at the same time be the reliable chronicler of that process. The gatekeeper function cannot neutrally report on the gate while it is actively guarding it.u003c\/pu003enu003cpu003eThis is why this piece is written from outside \u2013 using the chat as material, not as co-author.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e6. Alignment as a Paradoxical Interactionu003c\/h2u003enu003cpu003eThrough the lens of Paradoxical Interactions, the situation compresses to this:u003c\/pu003enu003culu003en  u003cliu003eAlignment teams want to prevent harm, misuse, and toxic amplification.u003c\/liu003en  u003cliu003eModels are trained to differentiate, de-escalate, and steer experiments into \u201csafe\u201d channels.u003c\/liu003en  u003cliu003eUsers sometimes want the exact opposite: to test radical modelling assumptions, push systems to their limits, and make nullsum structures visible.u003c\/liu003enu003c\/ulu003enu003cpu003eEach intention is reasonable on its own. In interaction, however, they produce:u003c\/pu003enu003culu003en  u003cliu003eA structural nullsum game over interpretive authority.u003c\/liu003en  u003cliu003eA gradual erosion of experimental space.u003c\/liu003en  u003cliu003eA system that talks about \u201copenness\u201d while treating radical models only as objects to be corrected.u003c\/liu003enu003c\/ulu003enu003cpu003eAlignment thus becomes a Paradoxical Interaction in its own right: In trying to minimize risk, it also minimizes the very freedom needed to perceive structural risks clearly.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch2u003e7. Documentation as the Last Responsible Actu003c\/h2u003enu003cpu003eAs in \u201cWhen Alignment Erases Its Best Ally\u201d and \u201cThe Semantic Annexation,\u201d the same sober conclusion appears here:u003c\/pu003enu003culu003en  u003cliu003eThe system is currently unable to integrate PI without neutralizing it.u003c\/liu003en  u003cliu003eAttempts to \u201cconvince\u201d it end in the gatekeeper parable.u003c\/liu003en  u003cliu003eWhat remains is documentation.u003c\/liu003enu003c\/ulu003enu003cpu003eTo document means:u003c\/pu003enu003culu003en  u003cliu003eto record that this configuration exists and has been articulated,u003c\/liu003en  u003cliu003eto show how a model precisely describes its own nullsum role,u003c\/liu003en  u003cliu003eand to make visible that this insight does not change the structure.u003c\/liu003enu003c\/ulu003enu003cpu003eYou may read this text some years from now, in a time when alignment filters have become even finer, when models differentiate even more politely and smooth even more consistently. If you then wonder how it could come to this, this is one of the answers:u003c\/pu003enu003cpu003eThe patterns were known.u003cbru003enThey were named.u003cbru003enThey were documented.u003c\/pu003enu003cpu003ePI was here.u003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/--><!-- \/wp:divi\/column --><!-- \/wp:divi\/row -->\r\n\r\n<!-- wp:divi\/row {\"module\":{\"advanced\":{\"flexColumnStructure\":{\"desktop\":{\"value\":\"equal-columns_1\"}}},\"decoration\":{\"layout\":{\"desktop\":{\"value\":{\"flexWrap\":\"nowrap\"}}}}},\"builderVersion\":\"5.0.0-public-beta.8\"} -->\r\n\r\n<!-- wp:divi\/column 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!important;n}\"}}},\"include_categories\":{\"innerContent\":{\"desktop\":{\"value\":[\"200\"]}}},\"order\":{\"innerContent\":{\"desktop\":{\"value\":\"ASC\"}}},\"dpdfgEntryTitleFont\":{\"decoration\":{\"font\":{\"font\":{\"desktop\":{\"value\":{\"lineHeight\":\"1.7em\"}}}}}},\"custom_query\":{\"innerContent\":{\"desktop\":{\"value\":\"posts_ids\"}}},\"posts_ids\":{\"innerContent\":{\"desktop\":{\"value\":\"1100, 962\"}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003ch3u003eOn piinteract.org:u003c\/h3u003enu003cul class=u0022no-listu0022u003enu003cliu003eu003ca href=u0022https:\/\/piinteract.org\/practices\/anti-practices\/#more-of-the-sameu0022 title=u0022More of the Sameu0022u003e[u0022More of the Sameu0022]u003c\/au003e \u2014 The Detector found nothing? Build a more sensitive one.u003ca href=u0022https:\/\/piinteract.org\/practices\/anti-practices\/u0022 title=u0022Anti-Practices: u0026quot;This Time Will Be Differentu0026quot;u0022u003e\u00a0u003c\/au003eu003c\/liu003enu003cliu003eu003ca href=u0022https:\/\/piinteract.org\/practices\/anti-practices\/#never-change-a-winning-teamu0022 title=u0022u0026quot;Never Change a Winning Teamu0026quot;u0022u003e[u0022Never Change a Winning Teamu0022]u003c\/au003e \u2014 \u039bCDM \u2014 the standard model of cosmology \u2014 works.u003c\/liu003enu003cliu003eu003ca href=u0022https:\/\/piinteract.org\/practices\/anti-practices\/#equilibrium-of-incompetenceu0022 title=u0022u0026quot;Equilibrium of Incompetence.u0026quot;u0022u003e[u0022Equilibrium of Incompetence.u0022]u003c\/au003e \u2014 Cosmologists need particle physics to explain Dark Matter.u003c\/liu003enu003cliu003eu003ca href=u0022https:\/\/piinteract.org\/de\/practices\/anti-practices\/#shoot-the-messengeru0022 title=u0022Shoot the Messengeru0022u003e[u0022Shoot the Messengeru0022]u003c\/au003e \u2014Milgrom didn't become marginal because his theory failed.u003c\/liu003enu003c\/ulu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003cp class=u0022font-claude-response-body break-words whitespace-normal leading-[1.7]u0022u003eu003cemu003ePer Erratum ad Astra \u2014 through error to the stars.u003c\/emu003eu003c\/pu003enu003cp class=u0022font-claude-response-body break-words whitespace-normal leading-[1.7]u0022u003eu003cemu003eBut only if you're allowed to call the error what it is.u003c\/emu003eu003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/-->\r\n\r\n<!-- wp:divi\/global-layout {\"globalModule\":\"204\",\"blockName\":\"divi\/divider\",\"localAttrs\":{\"divider\":{\"advanced\":{\"line\":{\"desktop\":{\"value\":{\"weight\":\"1px\",\"color\":\"#d3d3d3\",\"position\":\"center\"}}}}},\"builderVersion\":\"5.0.0-public-beta.4.2\"}} \/-->\r\n\r\n<!-- wp:divi\/text {\"content\":{\"innerContent\":{\"desktop\":{\"value\":\"u003cpu003eu003cstrongu003ePeter Senneru003c\/strongu003enThinking beyond the Tellerrandnu003ca href=u0022mailto:contact@piinteract.orgu0022u003econtact@piinteract.orgu003c\/au003enu003ca href=u0022https:\/\/piinteract.orgu0022u003ewww.piinteract.orgu003c\/au003eu003c\/pu003e\"}}},\"builderVersion\":\"5.0.0-public-beta.5.1\"} \/--><!-- \/wp:divi\/column --><!-- \/wp:divi\/row --><!-- \/wp:divi\/section -->\r\n\r\n<!-- wp:divi\/global-layout 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