var Component=(()=>{var mn=Object.create;var O=Object.defineProperty;var bn=Object.getOwnPropertyDescriptor;var hn=Object.getOwnPropertyNames;var pn=Object.getPrototypeOf,_n=Object.prototype.hasOwnProperty;var H=(u,t)=>()=>(t||u((t={exports:{}}).exports,t),t.exports),gn=(u,t)=>{for(var _ in t)O(u,_,{get:t[_],enumerable:!0})},we=(u,t,_,N)=>{if(t&&typeof t=="object"||typeof t=="function")for(let v of hn(t))!_n.call(u,v)&&v!==_&&O(u,v,{get:()=>t[v],enumerable:!(N=bn(t,v))||N.enumerable});return u};var vn=(u,t,_)=>(_=u!=null?mn(pn(u)):{},we(t||!u||!u.__esModule?O(_,"default",{value:u,enumerable:!0}):_,u)),Nn=u=>we(O({},"__esModule",{value:!0}),u);var Ee=H((Rn,ke)=>{ke.exports=React});var Re=H(q=>{"use strict";(function(){"use strict";var u=Ee(),t=Symbol.for("react.element"),_=Symbol.for("react.portal"),N=Symbol.for("react.fragment"),v=Symbol.for("react.strict_mode"),X=Symbol.for("react.profiler"),Z=Symbol.for("react.provider"),J=Symbol.for("react.context"),A=Symbol.for("react.forward_ref"),j=Symbol.for("react.suspense"),F=Symbol.for("react.suspense_list"),P=Symbol.for("react.memo"),K=Symbol.for("react.lazy"),Pe=Symbol.for("react.offscreen"),Q=Symbol.iterator,Ie="@@iterator";function ze(e){if(e===null||typeof e!="object")return null;var n=Q&&e[Q]||e[Ie];return typeof n=="function"?n:null}var w=u.__SECRET_INTERNALS_DO_NOT_USE_OR_YOU_WILL_BE_FIRED;function m(e){{for(var n=arguments.length,i=new Array(n>1?n-1:0),a=1;a=1&&f>=0&&o[d]!==b[f];)f--;for(;d>=1&&f>=0;d--,f--)if(o[d]!==b[f]){if(d!==1||f!==1)do if(d--,f--,f<0||o[d]!==b[f]){var p=` `+o[d].replace(" at new "," at ");return e.displayName&&p.includes("")&&(p=p.replace("",e.displayName)),typeof e=="function"&&z.set(e,p),p}while(d>=1&&f>=0);break}}}finally{U=!1,M.current=l,We(),Error.prepareStackTrace=c}var E=e?e.displayName||e.name:"",y=E?I(E):"";return typeof e=="function"&&z.set(e,y),y}function Ye(e,n,i){return ue(e,!1)}function $e(e){var n=e.prototype;return!!(n&&n.isReactComponent)}function C(e,n,i){if(e==null)return"";if(typeof e=="function")return ue(e,$e(e));if(typeof e=="string")return I(e);switch(e){case j:return I("Suspense");case F:return I("SuspenseList")}if(typeof e=="object")switch(e.$$typeof){case A:return Ye(e.render);case P:return C(e.type,n,i);case K:{var a=e,c=a._payload,l=a._init;try{return C(l(c),n,i)}catch{}}}return""}var S=Object.prototype.hasOwnProperty,de={},fe=w.ReactDebugCurrentFrame;function D(e){if(e){var n=e._owner,i=C(e.type,e._source,n?n.type:null);fe.setExtraStackFrame(i)}else fe.setExtraStackFrame(null)}function Le(e,n,i,a,c){{var l=Function.call.bind(S);for(var s in e)if(l(e,s)){var o=void 0;try{if(typeof e[s]!="function"){var b=Error((a||"React class")+": "+i+" type `"+s+"` is invalid; it must be a function, usually from the `prop-types` package, but received `"+typeof e[s]+"`.This often happens because of typos such as `PropTypes.function` instead of `PropTypes.func`.");throw b.name="Invariant Violation",b}o=e[s](n,s,a,i,null,"SECRET_DO_NOT_PASS_THIS_OR_YOU_WILL_BE_FIRED")}catch(d){o=d}o&&!(o instanceof Error)&&(D(c),m("%s: type specification of %s `%s` is invalid; the type checker function must return `null` or an `Error` but returned a %s. You may have forgotten to pass an argument to the type checker creator (arrayOf, instanceOf, objectOf, oneOf, oneOfType, and shape all require an argument).",a||"React class",i,s,typeof o),D(null)),o instanceof Error&&!(o.message in de)&&(de[o.message]=!0,D(c),m("Failed %s type: %s",i,o.message),D(null))}}}var Ge=Array.isArray;function W(e){return Ge(e)}function He(e){{var n=typeof Symbol=="function"&&Symbol.toStringTag,i=n&&e[Symbol.toStringTag]||e.constructor.name||"Object";return i}}function qe(e){try{return me(e),!1}catch{return!0}}function me(e){return""+e}function be(e){if(qe(e))return m("The provided key is an unsupported type %s. This value must be coerced to a string before before using it here.",He(e)),me(e)}var T=w.ReactCurrentOwner,Xe={key:!0,ref:!0,__self:!0,__source:!0},he,pe,B;B={};function Ze(e){if(S.call(e,"ref")){var n=Object.getOwnPropertyDescriptor(e,"ref").get;if(n&&n.isReactWarning)return!1}return e.ref!==void 0}function Je(e){if(S.call(e,"key")){var n=Object.getOwnPropertyDescriptor(e,"key").get;if(n&&n.isReactWarning)return!1}return e.key!==void 0}function Qe(e,n){if(typeof e.ref=="string"&&T.current&&n&&T.current.stateNode!==n){var i=g(T.current.type);B[i]||(m('Component "%s" contains the string ref "%s". Support for string refs will be removed in a future major release. This case cannot be automatically converted to an arrow function. We ask you to manually fix this case by using useRef() or createRef() instead. Learn more about using refs safely here: https://reactjs.org/link/strict-mode-string-ref',g(T.current.type),e.ref),B[i]=!0)}}function en(e,n){{var i=function(){he||(he=!0,m("%s: `key` is not a prop. Trying to access it will result in `undefined` being returned. If you need to access the same value within the child component, you should pass it as a different prop. (https://reactjs.org/link/special-props)",n))};i.isReactWarning=!0,Object.defineProperty(e,"key",{get:i,configurable:!0})}}function nn(e,n){{var i=function(){pe||(pe=!0,m("%s: `ref` is not a prop. Trying to access it will result in `undefined` being returned. If you need to access the same value within the child component, you should pass it as a different prop. (https://reactjs.org/link/special-props)",n))};i.isReactWarning=!0,Object.defineProperty(e,"ref",{get:i,configurable:!0})}}var tn=function(e,n,i,a,c,l,s){var o={$$typeof:t,type:e,key:n,ref:i,props:s,_owner:l};return o._store={},Object.defineProperty(o._store,"validated",{configurable:!1,enumerable:!1,writable:!0,value:!1}),Object.defineProperty(o,"_self",{configurable:!1,enumerable:!1,writable:!1,value:a}),Object.defineProperty(o,"_source",{configurable:!1,enumerable:!1,writable:!1,value:c}),Object.freeze&&(Object.freeze(o.props),Object.freeze(o)),o};function rn(e,n,i,a,c){{var l,s={},o=null,b=null;i!==void 0&&(be(i),o=""+i),Je(n)&&(be(n.key),o=""+n.key),Ze(n)&&(b=n.ref,Qe(n,c));for(l in n)S.call(n,l)&&!Xe.hasOwnProperty(l)&&(s[l]=n[l]);if(e&&e.defaultProps){var d=e.defaultProps;for(l in d)s[l]===void 0&&(s[l]=d[l])}if(o||b){var f=typeof e=="function"?e.displayName||e.name||"Unknown":e;o&&en(s,f),b&&nn(s,f)}return tn(e,o,b,c,a,T.current,s)}}var Y=w.ReactCurrentOwner,_e=w.ReactDebugCurrentFrame;function k(e){if(e){var n=e._owner,i=C(e.type,e._source,n?n.type:null);_e.setExtraStackFrame(i)}else _e.setExtraStackFrame(null)}var $;$=!1;function L(e){return typeof e=="object"&&e!==null&&e.$$typeof===t}function ge(){{if(Y.current){var e=g(Y.current.type);if(e)return` Check the render method of \``+e+"`."}return""}}function an(e){{if(e!==void 0){var n=e.fileName.replace(/^.*[\\\/]/,""),i=e.lineNumber;return` Check your code at `+n+":"+i+"."}return""}}var ve={};function on(e){{var n=ge();if(!n){var i=typeof e=="string"?e:e.displayName||e.name;i&&(n=` Check the top-level render call using <`+i+">.")}return n}}function Ne(e,n){{if(!e._store||e._store.validated||e.key!=null)return;e._store.validated=!0;var i=on(n);if(ve[i])return;ve[i]=!0;var a="";e&&e._owner&&e._owner!==Y.current&&(a=" It was passed a child from "+g(e._owner.type)+"."),k(e),m('Each child in a list should have a unique "key" prop.%s%s See https://reactjs.org/link/warning-keys for more information.',i,a),k(null)}}function xe(e,n){{if(typeof e!="object")return;if(W(e))for(var i=0;i",o=" Did you accidentally export a JSX literal instead of a component?"):d=typeof e,m("React.jsx: type is invalid -- expected a string (for built-in components) or a class/function (for composite components) but got: %s.%s",d,o)}var f=rn(e,n,i,c,l);if(f==null)return f;if(s){var p=n.children;if(p!==void 0)if(a)if(W(p)){for(var E=0;E0?"{key: someKey, "+h.join(": ..., ")+": ...}":"{key: someKey}";if(!ye[y+G]){var dn=h.length>0?"{"+h.join(": ..., ")+": ...}":"{}";m(`A props object containing a "key" prop is being spread into JSX: let props = %s; <%s {...props} /> React keys must be passed directly to JSX without using spread: let props = %s; <%s key={someKey} {...props} />`,G,y,dn,y),ye[y+G]=!0}}return e===N?cn(f):sn(f),f}}var un=ln;q.Fragment=N,q.jsxDEV=un})()});var Te=H((Tn,Se)=>{"use strict";Se.exports=Re()});var kn={};gn(kn,{default:()=>wn,frontmatter:()=>xn});var r=vn(Te()),xn={slug:"menschenzentrierte-ki-design-rechtskonformitaet",title:"Menschenzentrierte KI: Design mit Vertrauen und Compliance",description:"Wie menschenzentriertes KI-Design Vertrauen schafft, regulatorische Anforderungen erf\xFCllt und wettbewerbsf\xE4hige Produkte f\xF6rdert.",publishDate:"2025-09-01",status:"Published",locale:"de",author:"Vidy G",authorImage:"/images/authors/vidy-g.svg",category:"Compliance",readingTime:6,tags:["KI-Design","EU-AI-Act","Compliance","Bias-Test","Transparenz"],ogImage:"",canonical:"https://www.aptatech.co/de/blog/menschenzentrierte-ki-design-rechtskonformitaet"};function Ae(u){let t=Object.assign({h2:"h2",a:"a",span:"span",p:"p",ul:"ul",li:"li",br:"br",em:"em",ol:"ol",h3:"h3"},u.components);return(0,r.jsxDEV)(r.Fragment,{children:[(0,r.jsxDEV)(t.h2,{id:"menschenzentrierte-ki-design-das-menschlichkeit-und-rechtskonformit\xE4t-verbindet",children:["Menschenzentrierte KI: Design, das Menschlichkeit und Rechtskonformit\xE4t verbindet",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#menschenzentrierte-ki-design-das-menschlichkeit-und-rechtskonformit\xE4t-verbindet",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:17,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"K\xFCnstliche Intelligenz ist kein Selbstzweck. Menschenzentrierte KI stellt den Menschen, seine Rechte und seine Handlungsf\xE4higkeit ins Zentrum \u2013 sei es technisch, organisatorisch oder kulturell. In der DACH-Region dominieren Begriffe wie vertrauensw\xFCrdige KI, transparente KI, faire KI und nachhaltige KI nicht nur die Diskussionen, sondern beeinflussen zunehmend auch Einkaufsentscheidungen sowie regulatorische Vorgaben. Unternehmen, die diese Prinzipien ernst nehmen, sichern sich das Vertrauen des Marktes und vermeiden kostspielige R\xFCckschl\xE4ge."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:19,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"warum-menschenzentriertes-design-wichtig-ist",children:["Warum menschenzentriertes Design wichtig ist",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#warum-menschenzentriertes-design-wichtig-ist",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:21,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"Algorithmen beeinflussen heutzutage Entscheidungen in den Bereichen Human Resources, Finanzen, Gesundheit und dar\xFCber hinaus. Wenn diese Systeme undurchsichtig, voreingenommen oder ressourcenintensiv sind, k\xF6nnen ernsthafte Risiken entstehen: Diskriminierung, Imagesch\xE4den, regulatorische Sanktionen und Kundenverlust. Menschzentriertes Design verringert diese Risiken durch Erkl\xE4rbarkeit, menschliche \xDCberwachung, Bias-Tests und Nachhaltigkeitsmassnahmen \u2013 und erh\xF6ht die Marktf\xE4higkeit der Produkte."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:23,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"kernaussagen-der-aktuellen-eu-gesetzgebung-kurze-analyse",children:["Kernaussagen der aktuellen EU-Gesetzgebung (kurze Analyse)",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#kernaussagen-der-aktuellen-eu-gesetzgebung-kurze-analyse",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:25,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"Die Europ\xE4ische Union hat den regulatorischen Rahmen pr\xE4zisiert und legt Fristen fest, die Unternehmen zum Handeln verpflichten:"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:27,columnNumber:1},this),` `,(0,r.jsxDEV)(t.ul,{children:[` `,(0,r.jsxDEV)(t.li,{children:["Der EU AI Act wurde im Jahr 2024 im Amtsblatt ver\xF6ffentlicht und ist somit formell in Kraft getreten. Die Regelungen werden schrittweise angewendet.",(0,r.jsxDEV)(t.br,{},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:29,columnNumber:151},this),` `,(0,r.jsxDEV)(t.em,{children:"Source: Artificial Intelligence Act, Digital Strategy."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:30,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:29,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Spezifische Pflichten f\xFCr General-Purpose AI (GPAI), auch bekannt als grosse Grundmodelle, traten am 2. August 2025 in Kraft. Die Kommission ver\xF6ffentlichte im Juli 2025 Richtlinien, die Klarheit bez\xFCglich der Trainingsdaten, Transparenzpflichten und Schutzmassnahmen schaffen.",(0,r.jsxDEV)(t.br,{},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:31,columnNumber:280},this),` `,(0,r.jsxDEV)(t.em,{children:"Source: Mayer Brown Artificial Intelligence Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:32,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:31,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Die allgemeine Anwendbarkeit zahlreicher Vorschriften tritt am 2. August 2026 in Kraft, w\xE4hrend bestimmte Hochrisikoregime und produktbezogene Sicherheitsanforderungen schrittweise bis 2027 umgesetzt werden. Mitgliedstaaten sind verpflichtet, bis August 2026 mindestens einen KI-Regulierungs-Sandbox-Mechanismus einzurichten.",(0,r.jsxDEV)(t.br,{},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:33,columnNumber:328},this),` `,(0,r.jsxDEV)(t.em,{children:"Source: European Parliament Artificial Intelligence Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:34,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:33,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Die Kommission hat ausserdem Leitlinien zu unzul\xE4ssigen KI-Praktiken, einen freiwilligen Verhaltenskodex und praktische Vorlagen ver\xF6ffentlicht, um die Umsetzung zu erleichtern.",(0,r.jsxDEV)(t.br,{},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:35,columnNumber:180},this),` `,(0,r.jsxDEV)(t.em,{children:"Source: Digital Strategy AP News"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:36,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:35,columnNumber:1},this),` `]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:29,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"was-die-konkrete-bedeutung-f\xFCr-teams-betrifft",children:["Was die konkrete Bedeutung f\xFCr Teams betrifft",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#was-die-konkrete-bedeutung-f\xFCr-teams-betrifft",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:38,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"Der AI Act basiert auf einem risikobasierten Ansatz. Hochrisikobewertete Systeme unterliegen strengen Anforderungen, darunter Konformit\xE4tsbewertungen, technische Dokumentation, kontinuierliches Monitoring und menschliche \xDCberwachung. Dies bedeutet f\xFCr Ihr Team:"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:40,columnNumber:1},this),` `,(0,r.jsxDEV)(t.ul,{children:[` `,(0,r.jsxDEV)(t.li,{children:[`Dokumentieren Sie fr\xFChzeitige Entscheidungen zur Risikoqualifikation und bereiten Sie Konformit\xE4tsakten vor. `,(0,r.jsxDEV)(t.em,{children:"Artificial Intelligence Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:43,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:42,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:[`Implementieren Sie Erkl\xE4rbarkeitsmetriken, Bias-Testbatterien und das Post-Market-Monitoring in Ihre Produktzyklen. `,(0,r.jsxDEV)(t.em,{children:"ISACA"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:45,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:44,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:[`Bereiten Sie Transparenzberichte f\xFCr GPAI vor, einschliesslich Zusammenfassungen des Trainingsdatensatzes, falls Sie mit grossen Sprach- oder multimodalen Modellen arbeiten. `,(0,r.jsxDEV)(t.em,{children:"Mayer Brown"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:47,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:46,columnNumber:1},this),` `]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:42,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"konkrete-massnahmen-kein-blabla",children:["Konkrete Massnahmen (kein BlaBla)",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#konkrete-massnahmen-kein-blabla",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:49,columnNumber:1},this),` `,(0,r.jsxDEV)(t.ol,{children:[` `,(0,r.jsxDEV)(t.li,{children:"Kartieren Sie s\xE4mtliche KI-Systeme und nehmen Sie eine Risikoklassifizierung vor."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:51,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:"Integrieren Sie automatisierte Tests, einschliesslich Bias, Erkl\xE4rbarkeit und Robustheit, in den Entwicklungsworkflow."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:52,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:"Passen Sie die Lieferantenvertr\xE4ge an: Rollen und Verantwortlichkeiten (Anbieter vs. Implementierer vs. Importeur) m\xFCssen klar geregelt sein."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:53,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:"Nutzen Sie nationale Sandboxes, um Innovationen in einem rechtssicheren Rahmen zu testen."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:54,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:"Ber\xFCcksichtigen Sie Energieeffizienz und Modellgr\xF6sse als entscheidende Kriterien."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:55,columnNumber:1},this),` `]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:51,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"kultur-stellt-den-hebel-dar",children:["Kultur stellt den Hebel dar",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#kultur-stellt-den-hebel-dar",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:57,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"Technische Massnahmen sind von entscheidender Bedeutung \u2013 die Unternehmenskultur sorgt f\xFCr Konsistenz. Vielseitige Teams, die die Routine \u201Eerkl\xE4re das Modell einem Nutzer in drei S\xE4tzen\u201C sowie regelm\xE4ssige Red-Team-\xDCberpr\xFCfungen f\xF6rdern, tragen zur Entwicklung vertrauensw\xFCrdiger Produkte bei. Die Einhaltung von Vorschriften ist eine Grundvoraussetzung; das Ziel ist der Aufbau von Vertrauen."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:59,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h2,{id:"abschluss---pr\xE4gnant-und-aufrichtig",children:["Abschluss - pr\xE4gnant und aufrichtig",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#abschluss---pr\xE4gnant-und-aufrichtig",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:61,columnNumber:1},this),` `,(0,r.jsxDEV)(t.p,{children:"Ethik als Label bringt nichts. Wer verantwortungsvoll designt, erzielt qualitativ hochwertigere Produkte, baut eine st\xE4rkere Kundenbindung auf und minimiert rechtliche Risiken. Die EU-Regeln bieten hiermit eine Chance; sehen Sie sie nicht als Hindernis. Jener, der jetzt t\xE4tig wird, wird in Zukunft f\xFChrend sein."},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:63,columnNumber:1},this),` `,(0,r.jsxDEV)(t.h3,{id:"wichtigste-quellen-die-wichtigsten-aussagen-die-oben-zitiert-wurden",children:["Wichtigste Quellen (die wichtigsten Aussagen, die oben zitiert wurden)",(0,r.jsxDEV)(t.a,{"aria-hidden":"true",tabIndex:"-1",href:"#wichtigste-quellen-die-wichtigsten-aussagen-die-oben-zitiert-wurden",children:(0,r.jsxDEV)(t.span,{className:"icon icon-link"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:65,columnNumber:1},this),` `,(0,r.jsxDEV)(t.ol,{children:[` `,(0,r.jsxDEV)(t.li,{children:["EU AI Act \u2013 Zeitplan & Inkrafttreten: ",(0,r.jsxDEV)(t.a,{href:"https://eur-lex.europa.eu/eli/reg/2024/1689/oj",children:"EUR-Lex \u2013 Verordnung (EU) 2024/1689"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:67,columnNumber:42},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:67,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["\xDCberblick zu GPAI-Pflichten und Fristen: ",(0,r.jsxDEV)(t.a,{href:"https://digital-strategy.ec.europa.eu/en/faqs/ai-act",children:"Europ\xE4ische Kommission \u2013 FAQ zum AI Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:68,columnNumber:45},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:68,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Leitlinien, verbotene Praktiken und freiwilliger Verhaltenskodex: ",(0,r.jsxDEV)(t.a,{href:"https://digital-strategy.ec.europa.eu/en/policies/european-approach-artificial-intelligence",children:"Europ\xE4ische Kommission \u2013 Europ\xE4ischer Ansatz f\xFCr KI"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:69,columnNumber:70},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:69,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Praktische Umsetzungspflichten f\xFCr Hochrisiko-Systeme: ",(0,r.jsxDEV)(t.a,{href:"https://www.isaca.org/resources/news-and-trends/insights/2024/understanding-the-eu-artificial-intelligence-act",children:"ISACA \u2013 \xDCberblick zum EU AI Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:70,columnNumber:59},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:70,columnNumber:1},this),` `,(0,r.jsxDEV)(t.li,{children:["Zeitliche Meilensteine und Sandbox-Anforderungen (\xDCbersicht): ",(0,r.jsxDEV)(t.a,{href:"https://www.europarl.europa.eu/topics/en/article/20231117STO11046/artificial-intelligence-act",children:"European Parliament \u2013 Artificial Intelligence Act"},void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:71,columnNumber:66},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:71,columnNumber:1},this),` `]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:67,columnNumber:1},this)]},void 0,!0,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx",lineNumber:1,columnNumber:1},this)}function yn(u={}){let{wrapper:t}=u.components||{};return t?(0,r.jsxDEV)(t,Object.assign({},u,{children:(0,r.jsxDEV)(Ae,u,void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this)}),void 0,!1,{fileName:"/opt/websites/aptatech.com/content/blog/de/_mdx_bundler_entry_point-9aa5fe5c-4b81-42b1-a555-27d676e0c424.mdx"},this):Ae(u)}var wn=yn;return Nn(kn);})(); /*! Bundled license information: react/cjs/react-jsx-dev-runtime.development.js: (** * @license React * react-jsx-dev-runtime.development.js * * Copyright (c) Facebook, Inc. and its affiliates. * * This source code is licensed under the MIT license found in the * LICENSE file in the root directory of this source tree. *) */ ;return Component;