{"id":22428,"date":"2026-02-12T22:12:30","date_gmt":"2026-02-12T21:12:30","guid":{"rendered":"https:\/\/www.m-q.ch\/de\/?p=22428"},"modified":"2026-02-11T16:16:56","modified_gmt":"2026-02-11T15:16:56","slug":"utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi","status":"publish","type":"post","link":"https:\/\/www.m-q.ch\/it\/utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi\/","title":{"rendered":"Utilizzo di modelli generativi di intelligenza artificiale: Sfruttare le opportunit\u00e0, gestire i rischi"},"content":{"rendered":"<div class=\"swpm-post-not-logged-in-msg\">Devi eseguire l&#039;accesso per visualizzare questo contenuto. Avrete bisogno di <a class=\"swpm-login-link\" href=\"https:\/\/www.m-q.ch\/it\/login\/\">Accedi<\/a>. Non sei un membro? <a href=\"https:\/\/www.m-q.ch\/it\/registrare\/\">Registrati<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>L'intelligenza artificiale scrive testi, riconosce malattie e prende decisioni che prima erano riservate all'uomo. Pi\u00f9 l'IA generativa viene utilizzata in modo naturale nelle organizzazioni, pi\u00f9 diventano pressanti le domande su controllo, qualit\u00e0 e responsabilit\u00e0. Ma cosa succede quando i sistemi prendono decisioni senza capire cosa stanno facendo? Quali rischi emergono al di l\u00e0 dei malfunzionamenti tecnici - a livello strategico, operativo ed etico? <\/p>","protected":false},"author":364,"featured_media":22426,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[4443,4],"tags":[3435,3360,3326],"class_list":["post-22428","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-abo","category-risikomanagement","tag-kuenstliche-intelligenz","tag-management-und-unternehmensfuehrung","tag-risikomanagement"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.2 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern - MQ Management und Qualit\u00e4t<\/title>\n<meta name=\"description\" content=\"Je selbstverst\u00e4ndlicher KI-Modelle in Organisationen eingesetzt werden, desto dr\u00e4ngender werden Fragen nach Kontrolle, Qualit\u00e4t und Verantwortung.\" \/>\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.m-q.ch\/it\/utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi\/\" \/>\n<meta property=\"og:locale\" content=\"it_IT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern - MQ Management und Qualit\u00e4t\" \/>\n<meta property=\"og:description\" content=\"Je selbstverst\u00e4ndlicher KI-Modelle in Organisationen eingesetzt werden, desto dr\u00e4ngender werden Fragen nach Kontrolle, Qualit\u00e4t und Verantwortung.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.m-q.ch\/it\/utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi\/\" \/>\n<meta property=\"og:site_name\" content=\"MQ Management und Qualit\u00e4t\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/ManagementUndQualitaet\" \/>\n<meta property=\"article:published_time\" content=\"2026-02-12T21:12:30+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"955\" \/>\n\t<meta property=\"og:image:height\" content=\"1037\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Redaktion\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Scritto da\" \/>\n\t<meta name=\"twitter:data1\" content=\"Redaktion\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tempo di lettura stimato\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minuti\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/\"},\"author\":{\"name\":\"Redaktion\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/cf30c7b4028fe33150e62c36185ab577\"},\"headline\":\"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern\",\"datePublished\":\"2026-02-12T21:12:30+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/\"},\"wordCount\":1199,\"publisher\":{\"@id\":\"https:\/\/www.m-q.ch\/fr\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg\",\"keywords\":[\"K\u00fcnstliche Intelligenz\",\"Management und Unternehmensf\u00fchrung\",\"Risikomanagement\"],\"articleSection\":[\"Abo +\",\"Risikomanagement\"],\"inLanguage\":\"it-IT\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/\",\"url\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/\",\"name\":\"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern - MQ Management und Qualit\u00e4t\",\"isPartOf\":{\"@id\":\"https:\/\/www.m-q.ch\/fr\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg\",\"datePublished\":\"2026-02-12T21:12:30+00:00\",\"description\":\"Je selbstverst\u00e4ndlicher KI-Modelle in Organisationen eingesetzt werden, desto dr\u00e4ngender werden Fragen nach Kontrolle, Qualit\u00e4t und Verantwortung.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#breadcrumb\"},\"inLanguage\":\"it-IT\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage\",\"url\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg\",\"contentUrl\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg\",\"width\":955,\"height\":1037,\"caption\":\"Synonym f\u00fcr den Textinzest von Sprachmodellen: \u00abOuroboros\u00bb bedeutet im Altgriechischen \u00abselbstverzehrend\u00bb und verweist auf das alt\u00e4gyptische Motiv der Schlange, die sich in den Schwanz beisst: ein in sich geschlossener Kreislauf, v\u00f6llig autark gegen\u00fcber seiner Umwelt, da er sich von seinen eigenen Ausscheidungen ern\u00e4hrt.\u00a9 Depositphotos.com\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Risikomanagement\",\"item\":\"https:\/\/www.m-q.ch\/kategorie\/risikomanagement\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#website\",\"url\":\"https:\/\/www.m-q.ch\/fr\/\",\"name\":\"MQ Management und Qualit\u00e4t\",\"description\":\"Plattform f\u00fcr integrierte Managementsysteme.\",\"publisher\":{\"@id\":\"https:\/\/www.m-q.ch\/fr\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.m-q.ch\/fr\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"it-IT\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#organization\",\"name\":\"Galledia Fachmedien AG\",\"url\":\"https:\/\/www.m-q.ch\/fr\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2020\/12\/cropped-logo_small.png\",\"contentUrl\":\"https:\/\/www.m-q.ch\/wp-content\/uploads\/2020\/12\/cropped-logo_small.png\",\"width\":512,\"height\":512,\"caption\":\"Galledia Fachmedien AG\"},\"image\":{\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.facebook.com\/ManagementUndQualitaet\",\"https:\/\/www.linkedin.com\/showcase\/17982321\/admin\/\"]},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/cf30c7b4028fe33150e62c36185ab577\",\"name\":\"Redaktion\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"it-IT\",\"@id\":\"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e2b5af0e473e62154d7b4354a7dec14e?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e2b5af0e473e62154d7b4354a7dec14e?s=96&d=mm&r=g\",\"caption\":\"Redaktion\"},\"url\":\"https:\/\/www.m-q.ch\/it\/author\/admin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Utilizzo di modelli generativi di intelligenza artificiale: Cogliere le opportunit\u00e0, gestire i rischi - MQ Gestione e Qualit\u00e0","description":"Quanto pi\u00f9 naturalmente i modelli di IA vengono utilizzati nelle organizzazioni, tanto pi\u00f9 diventano pressanti le domande su controllo, qualit\u00e0 e responsabilit\u00e0.","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.m-q.ch\/it\/utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi\/","og_locale":"it_IT","og_type":"article","og_title":"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern - MQ Management und Qualit\u00e4t","og_description":"Je selbstverst\u00e4ndlicher KI-Modelle in Organisationen eingesetzt werden, desto dr\u00e4ngender werden Fragen nach Kontrolle, Qualit\u00e4t und Verantwortung.","og_url":"https:\/\/www.m-q.ch\/it\/utilizzare-modelli-generativi-di-ki-sfruttare-le-opportunita-gestire-i-rischi\/","og_site_name":"MQ Management und Qualit\u00e4t","article_publisher":"https:\/\/www.facebook.com\/ManagementUndQualitaet","article_published_time":"2026-02-12T21:12:30+00:00","og_image":[{"width":955,"height":1037,"url":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg","type":"image\/jpeg"}],"author":"Redaktion","twitter_card":"summary_large_image","twitter_misc":{"Scritto da":"Redaktion","Tempo di lettura stimato":"7 minuti"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#article","isPartOf":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/"},"author":{"name":"Redaktion","@id":"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/cf30c7b4028fe33150e62c36185ab577"},"headline":"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern","datePublished":"2026-02-12T21:12:30+00:00","mainEntityOfPage":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/"},"wordCount":1199,"publisher":{"@id":"https:\/\/www.m-q.ch\/fr\/#organization"},"image":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage"},"thumbnailUrl":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg","keywords":["K\u00fcnstliche Intelligenz","Management und Unternehmensf\u00fchrung","Risikomanagement"],"articleSection":["Abo +","Risikomanagement"],"inLanguage":"it-IT"},{"@type":"WebPage","@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/","url":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/","name":"Utilizzo di modelli generativi di intelligenza artificiale: Cogliere le opportunit\u00e0, gestire i rischi - MQ Gestione e Qualit\u00e0","isPartOf":{"@id":"https:\/\/www.m-q.ch\/fr\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage"},"image":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage"},"thumbnailUrl":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg","datePublished":"2026-02-12T21:12:30+00:00","description":"Quanto pi\u00f9 naturalmente i modelli di IA vengono utilizzati nelle organizzazioni, tanto pi\u00f9 diventano pressanti le domande su controllo, qualit\u00e0 e responsabilit\u00e0.","breadcrumb":{"@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#breadcrumb"},"inLanguage":"it-IT","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/"]}]},{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#primaryimage","url":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg","contentUrl":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2026\/02\/RISK_NetzwerkRM-Mueller_Bild_management_qualitaet_210283.jpg","width":955,"height":1037,"caption":"Synonym f\u00fcr den Textinzest von Sprachmodellen: \u00abOuroboros\u00bb bedeutet im Altgriechischen \u00abselbstverzehrend\u00bb und verweist auf das alt\u00e4gyptische Motiv der Schlange, die sich in den Schwanz beisst: ein in sich geschlossener Kreislauf, v\u00f6llig autark gegen\u00fcber seiner Umwelt, da er sich von seinen eigenen Ausscheidungen ern\u00e4hrt.\u00a9 Depositphotos.com"},{"@type":"BreadcrumbList","@id":"https:\/\/www.m-q.ch\/generative-ki-modelle-einsetzen-chancen-nutzen-risiken-steuern\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Risikomanagement","item":"https:\/\/www.m-q.ch\/kategorie\/risikomanagement\/"},{"@type":"ListItem","position":2,"name":"Generative KI-Modelle einsetzen: Chancen nutzen, Risiken steuern"}]},{"@type":"WebSite","@id":"https:\/\/www.m-q.ch\/fr\/#website","url":"https:\/\/www.m-q.ch\/fr\/","name":"Gestione e qualit\u00e0 MQ","description":"Piattaforma per sistemi di gestione integrati.","publisher":{"@id":"https:\/\/www.m-q.ch\/fr\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.m-q.ch\/fr\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"it-IT"},{"@type":"Organization","@id":"https:\/\/www.m-q.ch\/fr\/#organization","name":"Galledia Fachmedien AG","url":"https:\/\/www.m-q.ch\/fr\/","logo":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.m-q.ch\/fr\/#\/schema\/logo\/image\/","url":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2020\/12\/cropped-logo_small.png","contentUrl":"https:\/\/www.m-q.ch\/wp-content\/uploads\/2020\/12\/cropped-logo_small.png","width":512,"height":512,"caption":"Galledia Fachmedien AG"},"image":{"@id":"https:\/\/www.m-q.ch\/fr\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/ManagementUndQualitaet","https:\/\/www.linkedin.com\/showcase\/17982321\/admin\/"]},{"@type":"Person","@id":"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/cf30c7b4028fe33150e62c36185ab577","name":"Editoriale","image":{"@type":"ImageObject","inLanguage":"it-IT","@id":"https:\/\/www.m-q.ch\/fr\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e2b5af0e473e62154d7b4354a7dec14e?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e2b5af0e473e62154d7b4354a7dec14e?s=96&d=mm&r=g","caption":"Redaktion"},"url":"https:\/\/www.m-q.ch\/it\/author\/admin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/posts\/22428","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/users\/364"}],"replies":[{"embeddable":true,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/comments?post=22428"}],"version-history":[{"count":2,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/posts\/22428\/revisions"}],"predecessor-version":[{"id":22458,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/posts\/22428\/revisions\/22458"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/media\/22426"}],"wp:attachment":[{"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/media?parent=22428"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/categories?post=22428"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.m-q.ch\/it\/wp-json\/wp\/v2\/tags?post=22428"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}