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menu-item menu-item-type-custom menu-item-object-custom menu-item-1631"><a>Abschnitt 2<div class="menu-item-description">Anforderungen an Hochrisiko-KI-Systeme</div></a></li> <li id="menu-item-1624" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1624"><a href="https://ai-act-law.eu/de/artikel/8/">Art. 8<div class="menu-item-description">Einhaltung der Anforderungen</div></a></li> <li id="menu-item-1625" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1625"><a href="https://ai-act-law.eu/de/artikel/9/">Art. 9<div class="menu-item-description">Risikomanagementsystem</div></a></li> <li id="menu-item-1626" class="menu-item menu-item-type-post_type menu-item-object-article current-menu-item menu-item-1626"><a href="https://ai-act-law.eu/de/artikel/10/" aria-current="page">Art. 10<div class="menu-item-description">Daten und Daten-Governance</div></a></li> <li id="menu-item-1627" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1627"><a href="https://ai-act-law.eu/de/artikel/11/">Art. 11<div class="menu-item-description">Technische Dokumentation</div></a></li> <li id="menu-item-1628" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1628"><a href="https://ai-act-law.eu/de/artikel/12/">Art. 12<div class="menu-item-description">Aufzeichnungspflichten</div></a></li> <li id="menu-item-1629" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1629"><a href="https://ai-act-law.eu/de/artikel/13/">Art. 13<div class="menu-item-description">Transparenz und Bereitstellung von Informationen für die Betreiber</div></a></li> <li id="menu-item-1630" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1630"><a href="https://ai-act-law.eu/de/artikel/14/">Art. 14<div class="menu-item-description">Menschliche Aufsicht</div></a></li> <li id="menu-item-1632" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1632"><a href="https://ai-act-law.eu/de/artikel/15/">Art. 15<div class="menu-item-description">Genauigkeit, Robustheit und Cybersicherheit</div></a></li> <li id="menu-item-1731" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1731"><a>Abschnitt 3<div class="menu-item-description">Pflichten der Anbieter und Betreiber von Hochrisiko-KI-Systemen und anderer Beteiligter</div></a></li> <li id="menu-item-1633" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1633"><a href="https://ai-act-law.eu/de/artikel/16/">Art. 16<div class="menu-item-description">Pflichten der Anbieter von Hochrisiko-KI-Systemen</div></a></li> <li id="menu-item-1634" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1634"><a href="https://ai-act-law.eu/de/artikel/17/">Art. 17<div class="menu-item-description">Qualitätsmanagementsystem</div></a></li> <li id="menu-item-1635" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1635"><a href="https://ai-act-law.eu/de/artikel/18/">Art. 18<div class="menu-item-description">Aufbewahrung der Dokumentation</div></a></li> <li id="menu-item-1636" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1636"><a href="https://ai-act-law.eu/de/artikel/19/">Art. 19<div class="menu-item-description">Automatisch erzeugte Protokolle</div></a></li> <li id="menu-item-1637" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1637"><a href="https://ai-act-law.eu/de/artikel/20/">Art. 20<div class="menu-item-description">Korrekturmaßnahmen und Informationspflicht</div></a></li> <li id="menu-item-1638" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1638"><a href="https://ai-act-law.eu/de/artikel/21/">Art. 21<div class="menu-item-description">Zusammenarbeit mit den zuständigen Behörden</div></a></li> <li id="menu-item-1639" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1639"><a href="https://ai-act-law.eu/de/artikel/22/">Art. 22<div class="menu-item-description">Bevollmächtigte der Anbieter von Hochrisiko-KI-Systemen</div></a></li> <li id="menu-item-1640" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1640"><a href="https://ai-act-law.eu/de/artikel/23/">Art. 23<div class="menu-item-description">Pflichten der Einführer</div></a></li> <li id="menu-item-1641" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1641"><a href="https://ai-act-law.eu/de/artikel/24/">Art. 24<div class="menu-item-description">Pflichten der Händler</div></a></li> <li id="menu-item-1642" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1642"><a href="https://ai-act-law.eu/de/artikel/25/">Art. 25<div class="menu-item-description">Verantwortlichkeiten entlang der KI-Wertschöpfungskette</div></a></li> <li id="menu-item-1643" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1643"><a href="https://ai-act-law.eu/de/artikel/26/">Art. 26<div class="menu-item-description">Pflichten der Betreiber von Hochrisiko-KI-Systemen</div></a></li> <li id="menu-item-1644" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1644"><a href="https://ai-act-law.eu/de/artikel/27/">Art. 27<div class="menu-item-description">Grundrechte-Folgenabschätzung für Hochrisiko-KI-Systeme</div></a></li> <li id="menu-item-1732" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1732"><a>Abschnitt 4<div class="menu-item-description">Notifizierende Behörden und notifizierte Stellen</div></a></li> <li id="menu-item-1645" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1645"><a href="https://ai-act-law.eu/de/artikel/28/">Art. 28<div class="menu-item-description">Notifizierende Behörden</div></a></li> <li id="menu-item-1646" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1646"><a href="https://ai-act-law.eu/de/artikel/29/">Art. 29<div class="menu-item-description">Antrag einer Konformitätsbewertungsstelle auf Notifizierung</div></a></li> <li id="menu-item-1647" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1647"><a href="https://ai-act-law.eu/de/artikel/30/">Art. 30<div class="menu-item-description">Notifizierungsverfahren</div></a></li> <li id="menu-item-1648" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1648"><a href="https://ai-act-law.eu/de/artikel/31/">Art. 31<div class="menu-item-description">Anforderungen an notifizierte Stellen</div></a></li> <li id="menu-item-1649" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1649"><a href="https://ai-act-law.eu/de/artikel/32/">Art. 32<div class="menu-item-description">Vermutung der Konformität mit den Anforderungen an notifizierte Stellen</div></a></li> <li id="menu-item-1650" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1650"><a href="https://ai-act-law.eu/de/artikel/33/">Art. 33<div class="menu-item-description">Zweigstellen notifizierter Stellen und Vergabe von Unteraufträgen</div></a></li> <li id="menu-item-1651" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1651"><a href="https://ai-act-law.eu/de/artikel/34/">Art. 34<div class="menu-item-description">Operative Pflichten der notifizierten Stellen</div></a></li> <li id="menu-item-1652" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1652"><a href="https://ai-act-law.eu/de/artikel/35/">Art. 35<div class="menu-item-description">Identifizierungsnummern und Verzeichnisse notifizierter Stellen</div></a></li> <li id="menu-item-1653" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1653"><a href="https://ai-act-law.eu/de/artikel/36/">Art. 36<div class="menu-item-description">Änderungen der Notifizierungen</div></a></li> <li id="menu-item-1654" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1654"><a href="https://ai-act-law.eu/de/artikel/37/">Art. 37<div class="menu-item-description">Anfechtungen der Kompetenz notifizierter Stellen</div></a></li> <li id="menu-item-1655" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1655"><a href="https://ai-act-law.eu/de/artikel/38/">Art. 38<div class="menu-item-description">Koordinierung der notifizierten Stellen</div></a></li> <li id="menu-item-1656" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1656"><a href="https://ai-act-law.eu/de/artikel/39/">Art. 39<div class="menu-item-description">Konformitätsbewertungsstellen in Drittländern</div></a></li> <li id="menu-item-1733" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1733"><a>Abschnitt 5<div class="menu-item-description">Normen, Konformitätsbewertung, Bescheinigungen, Registrierung</div></a></li> <li id="menu-item-1657" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1657"><a href="https://ai-act-law.eu/de/artikel/40/">Art. 40<div class="menu-item-description">Harmonisierte Normen und Normungsdokumente</div></a></li> <li id="menu-item-1658" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1658"><a href="https://ai-act-law.eu/de/artikel/41/">Art. 41<div class="menu-item-description">Gemeinsame Spezifikationen</div></a></li> <li id="menu-item-1659" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1659"><a href="https://ai-act-law.eu/de/artikel/42/">Art. 42<div class="menu-item-description">Vermutung der Konformität mit bestimmten Anforderungen</div></a></li> <li id="menu-item-1660" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1660"><a href="https://ai-act-law.eu/de/artikel/43/">Art. 43<div class="menu-item-description">Konformitätsbewertung</div></a></li> <li id="menu-item-1661" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1661"><a href="https://ai-act-law.eu/de/artikel/44/">Art. 44<div class="menu-item-description">Bescheinigungen</div></a></li> <li id="menu-item-1662" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1662"><a href="https://ai-act-law.eu/de/artikel/45/">Art. 45<div class="menu-item-description">Informationspflichten der notifizierten Stellen</div></a></li> <li id="menu-item-1663" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1663"><a href="https://ai-act-law.eu/de/artikel/46/">Art. 46<div class="menu-item-description">Ausnahme vom Konformitätsbewertungsverfahren</div></a></li> <li id="menu-item-1664" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1664"><a href="https://ai-act-law.eu/de/artikel/47/">Art. 47<div class="menu-item-description">EU-Konformitätserklärung</div></a></li> <li id="menu-item-1665" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1665"><a href="https://ai-act-law.eu/de/artikel/48/">Art. 48<div class="menu-item-description">CE-Kennzeichnung</div></a></li> <li id="menu-item-1666" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1666"><a href="https://ai-act-law.eu/de/artikel/49/">Art. 49<div class="menu-item-description">Registrierung</div></a></li> </ul> </li> <li id="menu-item-1533" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1533"><a href="https://ai-act-law.eu/de/kapitel/4/">Kapitel 4 (Art. 50)<div class="menu-item-description">Transparenzpflichten für Anbieter und Betreiber bestimmter KI‑Systeme</div></a> <ul class="sub-menu"> <li id="menu-item-1667" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1667"><a href="https://ai-act-law.eu/de/artikel/50/">Art. 50<div class="menu-item-description">Transparenzpflichten für Anbieter und Betreiber bestimmter KI-Systeme</div></a></li> </ul> </li> <li id="menu-item-1532" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1532"><a href="https://ai-act-law.eu/de/kapitel/5/">Kapitel 5 (Art. 51-56)<div class="menu-item-description">KI-Modelle mit allgemeinem Verwendungszweck</div></a> <ul class="sub-menu"> <li id="menu-item-1734" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1734"><a>Abschnitt 1<div class="menu-item-description">Einstufungsvorschriften</div></a></li> <li id="menu-item-1668" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1668"><a href="https://ai-act-law.eu/de/artikel/51/">Art. 51<div class="menu-item-description">Einstufung von KI-Modellen mit allgemeinem Verwendungszweck als KI-Modelle mit allgemeinem Verwendungszweck mit systemischem Risiko</div></a></li> <li id="menu-item-1669" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1669"><a href="https://ai-act-law.eu/de/artikel/52/">Art. 52<div class="menu-item-description">Verfahren</div></a></li> <li id="menu-item-1735" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1735"><a>Abschnitt 2<div class="menu-item-description">Pflichten für Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1670" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1670"><a href="https://ai-act-law.eu/de/artikel/53/">Art. 53<div class="menu-item-description">Pflichten für Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1671" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1671"><a href="https://ai-act-law.eu/de/artikel/54/">Art. 54<div class="menu-item-description">Bevollmächtigte der Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1736" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1736"><a>Abschnitt 3<div class="menu-item-description">Pflichten der Anbieter von KI-Modellen mit allgemeinem Verwendungszweck mit systemischem Risiko</div></a></li> <li id="menu-item-1672" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1672"><a href="https://ai-act-law.eu/de/artikel/55/">Art. 55<div class="menu-item-description">Pflichten der Anbieter von KI-Modellen mit allgemeinem Verwendungszweck mit systemischem Risiko</div></a></li> <li id="menu-item-2540" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-2540"><a>Abschnitt 4<div class="menu-item-description">Praxisleitfäden</div></a></li> <li id="menu-item-1673" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1673"><a href="https://ai-act-law.eu/de/artikel/56/">Art. 56<div class="menu-item-description">Praxisleitfäden</div></a></li> </ul> </li> <li id="menu-item-1531" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1531"><a href="https://ai-act-law.eu/de/kapitel/6/">Kapitel 6 (Art. 57-63)<div class="menu-item-description">Maßnahmen zur Innovationsförderung</div></a> <ul class="sub-menu"> <li id="menu-item-1674" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1674"><a href="https://ai-act-law.eu/de/artikel/57/">Art. 57<div class="menu-item-description">KI-Reallabore</div></a></li> <li id="menu-item-1675" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1675"><a href="https://ai-act-law.eu/de/artikel/58/">Art. 58<div class="menu-item-description">Detaillierte Regelungen für KI-Reallabore und deren Funktionsweise</div></a></li> <li id="menu-item-1676" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1676"><a href="https://ai-act-law.eu/de/artikel/59/">Art. 59<div class="menu-item-description">Weiterverarbeitung personenbezogener Daten zur Entwicklung bestimmter KI-Systeme im öffentlichen Interesse im KI-Reallabor</div></a></li> <li id="menu-item-1677" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1677"><a href="https://ai-act-law.eu/de/artikel/60/">Art. 60<div class="menu-item-description">Tests von Hochrisiko-KI-Systemen unter Realbedingungen außerhalb von KI-Reallaboren</div></a></li> <li id="menu-item-1678" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1678"><a href="https://ai-act-law.eu/de/artikel/61/">Art. 61<div class="menu-item-description">Informierte Einwilligung zur Teilnahme an einem Test unter Realbedingungen außerhalb von KI-Reallaboren</div></a></li> <li id="menu-item-1679" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1679"><a href="https://ai-act-law.eu/de/artikel/62/">Art. 62<div class="menu-item-description">Maßnahmen für Anbieter und Betreiber, insbesondere KMU, einschließlich Start-up-Unternehmen</div></a></li> <li id="menu-item-1680" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1680"><a href="https://ai-act-law.eu/de/artikel/63/">Art. 63<div class="menu-item-description">Ausnahmen für bestimmte Akteure</div></a></li> </ul> </li> <li id="menu-item-1530" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1530"><a href="https://ai-act-law.eu/de/kapitel/7/">Kapitel 7 (Art. 64-70)<div class="menu-item-description">Governance</div></a> <ul class="sub-menu"> <li id="menu-item-1737" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1737"><a>Abschnitt 1<div class="menu-item-description">Governance auf Unionsebene</div></a></li> <li id="menu-item-1681" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1681"><a href="https://ai-act-law.eu/de/artikel/64/">Art. 64<div class="menu-item-description">Büro für Künstliche Intelligenz</div></a></li> <li id="menu-item-1682" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1682"><a href="https://ai-act-law.eu/de/artikel/65/">Art. 65<div class="menu-item-description">Einrichtung und Struktur des Europäischen Gremiums für Künstliche Intelligenz</div></a></li> <li id="menu-item-1683" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1683"><a href="https://ai-act-law.eu/de/artikel/66/">Art. 66<div class="menu-item-description">Aufgaben des KI-Gremiums</div></a></li> <li id="menu-item-1684" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1684"><a href="https://ai-act-law.eu/de/artikel/67/">Art. 67<div class="menu-item-description">Beratungsforum</div></a></li> <li id="menu-item-1685" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1685"><a href="https://ai-act-law.eu/de/artikel/68/">Art. 68<div class="menu-item-description">Wissenschaftliches Gremium unabhängiger Sachverständiger</div></a></li> <li id="menu-item-1686" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1686"><a href="https://ai-act-law.eu/de/artikel/69/">Art. 69<div class="menu-item-description">Zugang zum Pool von Sachverständigen durch die Mitgliedstaaten</div></a></li> <li id="menu-item-1738" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1738"><a>Abschnitt 2<div class="menu-item-description">Zuständige nationale Behörden</div></a></li> <li id="menu-item-1687" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1687"><a href="https://ai-act-law.eu/de/artikel/70/">Art. 70<div class="menu-item-description">Benennung von zuständigen nationalen Behörden und zentrale Anlaufstelle</div></a></li> </ul> </li> <li id="menu-item-1529" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1529"><a href="https://ai-act-law.eu/de/kapitel/8/">Kapitel 8 (Art. 71)<div class="menu-item-description">EU-Datenbank für Hochrisiko-KI‑Systeme</div></a> <ul class="sub-menu"> <li id="menu-item-1688" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1688"><a href="https://ai-act-law.eu/de/artikel/71/">Art. 71<div class="menu-item-description">EU-Datenbank für die in Anhang III aufgeführten Hochrisiko-KI-Systeme</div></a></li> </ul> </li> <li id="menu-item-1528" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1528"><a href="https://ai-act-law.eu/de/kapitel/9/">Kapitel 9 (Art. 72-94)<div class="menu-item-description">Beobachtung nach dem Inverkehrbringen, Informationsaustausch und Marktüberwachung</div></a> <ul class="sub-menu"> <li id="menu-item-1739" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1739"><a>Abschnitt 1<div class="menu-item-description">Beobachtung nach dem Inverkehrbringen</div></a></li> <li id="menu-item-1689" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1689"><a href="https://ai-act-law.eu/de/artikel/72/">Art. 72<div class="menu-item-description">Beobachtung nach dem Inverkehrbringen durch die Anbieter und Plan für die Beobachtung nach dem Inverkehrbringen für Hochrisiko-KI-Systeme</div></a></li> <li id="menu-item-1740" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1740"><a>Abschnitt 2<div class="menu-item-description">Austausch von Informationen über schwerwiegende Vorfälle</div></a></li> <li id="menu-item-1690" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1690"><a href="https://ai-act-law.eu/de/artikel/73/">Art. 73<div class="menu-item-description">Meldung schwerwiegender Vorfälle</div></a></li> <li id="menu-item-1741" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1741"><a>Abschnitt 3<div class="menu-item-description">Durchsetzung</div></a></li> <li id="menu-item-1691" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1691"><a href="https://ai-act-law.eu/de/artikel/74/">Art. 74<div class="menu-item-description">Marktüberwachung und Kontrolle von KI-Systemen auf dem Unionsmarkt</div></a></li> <li id="menu-item-1692" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1692"><a href="https://ai-act-law.eu/de/artikel/75/">Art. 75<div class="menu-item-description">Amtshilfe, Marktüberwachung und Kontrolle von KI-Systemen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1693" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1693"><a href="https://ai-act-law.eu/de/artikel/76/">Art. 76<div class="menu-item-description">Beaufsichtigung von Tests unter Realbedingungen durch Marktüberwachungsbehörden</div></a></li> <li id="menu-item-1694" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1694"><a href="https://ai-act-law.eu/de/artikel/77/">Art. 77<div class="menu-item-description">Befugnisse der für den Schutz der Grundrechte zuständigen Behörden</div></a></li> <li id="menu-item-1695" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1695"><a href="https://ai-act-law.eu/de/artikel/78/">Art. 78<div class="menu-item-description">Vertraulichkeit</div></a></li> <li id="menu-item-1696" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1696"><a href="https://ai-act-law.eu/de/artikel/79/">Art. 79<div class="menu-item-description">Verfahren auf nationaler Ebene für den Umgang mit KI-Systemen, die ein Risiko bergen</div></a></li> <li id="menu-item-1697" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1697"><a href="https://ai-act-law.eu/de/artikel/80/">Art. 80<div class="menu-item-description">Verfahren für den Umgang mit KI-Systemen, die vom Anbieter gemäß Anhang III als nicht hochriskant eingestuft werden</div></a></li> <li id="menu-item-1698" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1698"><a href="https://ai-act-law.eu/de/artikel/81/">Art. 81<div class="menu-item-description">Schutzklauselverfahren der Union</div></a></li> <li id="menu-item-1699" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1699"><a href="https://ai-act-law.eu/de/artikel/82/">Art. 82<div class="menu-item-description">Konforme KI-Systeme, die ein Risiko bergen</div></a></li> <li id="menu-item-1700" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1700"><a href="https://ai-act-law.eu/de/artikel/83/">Art. 83<div class="menu-item-description">Formale Nichtkonformität</div></a></li> <li id="menu-item-1701" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1701"><a href="https://ai-act-law.eu/de/artikel/84/">Art. 84<div class="menu-item-description">Unionsstrukturen zur Unterstützung der Prüfung von KI</div></a></li> <li id="menu-item-1742" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1742"><a>Abschnitt 4<div class="menu-item-description">Rechtsbehelfe</div></a></li> <li id="menu-item-1702" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1702"><a href="https://ai-act-law.eu/de/artikel/85/">Art. 85<div class="menu-item-description">Recht auf Beschwerde bei einer Marktüberwachungsbehörde</div></a></li> <li id="menu-item-1703" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1703"><a href="https://ai-act-law.eu/de/artikel/86/">Art. 86<div class="menu-item-description">Recht auf Erläuterung der Entscheidungsfindung im Einzelfall</div></a></li> <li id="menu-item-1704" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1704"><a href="https://ai-act-law.eu/de/artikel/87/">Art. 87<div class="menu-item-description">Meldung von Verstößen und Schutz von Hinweisgebern</div></a></li> <li id="menu-item-1743" class="section menu-item menu-item-type-custom menu-item-object-custom menu-item-1743"><a>Abschnitt 5<div class="menu-item-description">Aufsicht, Ermittlung, Durchsetzung und Überwachung in Bezug auf Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1705" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1705"><a href="https://ai-act-law.eu/de/artikel/88/">Art. 88<div class="menu-item-description">Durchsetzung der Pflichten der Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1706" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1706"><a href="https://ai-act-law.eu/de/artikel/89/">Art. 89<div class="menu-item-description">Überwachungsmaßnahmen</div></a></li> <li id="menu-item-1707" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1707"><a href="https://ai-act-law.eu/de/artikel/90/">Art. 90<div class="menu-item-description">Warnungen des wissenschaftlichen Gremiums vor systemischen Risiken</div></a></li> <li id="menu-item-1708" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1708"><a href="https://ai-act-law.eu/de/artikel/91/">Art. 91<div class="menu-item-description">Befugnis zur Anforderung von Dokumentation und Informationen</div></a></li> <li id="menu-item-1709" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1709"><a href="https://ai-act-law.eu/de/artikel/92/">Art. 92<div class="menu-item-description">Befugnis zur Durchführung von Bewertungen</div></a></li> <li id="menu-item-1710" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1710"><a href="https://ai-act-law.eu/de/artikel/93/">Art. 93<div class="menu-item-description">Befugnis zur Aufforderung zu Maßnahmen</div></a></li> <li id="menu-item-1711" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1711"><a href="https://ai-act-law.eu/de/artikel/94/">Art. 94<div class="menu-item-description">Verfahrensrechte der Wirtschaftsakteure des KI-Modells mit allgemeinem Verwendungszweck</div></a></li> </ul> </li> <li id="menu-item-1527" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1527"><a href="https://ai-act-law.eu/de/kapitel/10/">Kapitel 10 (Art. 95-96)<div class="menu-item-description">Verhaltenskodizes und Leitlinien</div></a> <ul class="sub-menu"> <li id="menu-item-1712" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1712"><a href="https://ai-act-law.eu/de/artikel/95/">Art. 95<div class="menu-item-description">Verhaltenskodizes für die freiwillige Anwendung bestimmter Anforderungen</div></a></li> <li id="menu-item-1713" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1713"><a href="https://ai-act-law.eu/de/artikel/96/">Art. 96<div class="menu-item-description">Leitlinien der Kommission zur Durchführung dieser Verordnung</div></a></li> </ul> </li> <li id="menu-item-1526" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1526"><a href="https://ai-act-law.eu/de/kapitel/11/">Kapitel 11 (Art. 97-98)<div class="menu-item-description">Befugnisübertragung und Ausschussverfahren</div></a> <ul class="sub-menu"> <li id="menu-item-1714" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1714"><a href="https://ai-act-law.eu/de/artikel/97/">Art. 97<div class="menu-item-description">Ausübung der Befugnisübertragung</div></a></li> <li id="menu-item-1715" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1715"><a href="https://ai-act-law.eu/de/artikel/98/">Art. 98<div class="menu-item-description">Ausschussverfahren</div></a></li> </ul> </li> <li id="menu-item-1525" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1525"><a href="https://ai-act-law.eu/de/kapitel/12/">Kapitel 12 (Art. 99-101)<div class="menu-item-description">Sanktionen</div></a> <ul class="sub-menu"> <li id="menu-item-1716" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1716"><a href="https://ai-act-law.eu/de/artikel/99/">Art. 99<div class="menu-item-description">Sanktionen</div></a></li> <li id="menu-item-1717" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1717"><a href="https://ai-act-law.eu/de/artikel/100/">Art. 100<div class="menu-item-description">Verhängung von Geldbußen gegen Organe, Einrichtungen und sonstige Stellen der Union</div></a></li> <li id="menu-item-1718" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1718"><a href="https://ai-act-law.eu/de/artikel/101/">Art. 101<div class="menu-item-description">Geldbußen für Anbieter von KI-Modellen mit allgemeinem Verwendungszweck</div></a></li> </ul> </li> <li id="menu-item-1524" class="menu-item menu-item-type-post_type menu-item-object-chapter menu-item-has-children menu-item-1524"><a href="https://ai-act-law.eu/de/kapitel/13/">Kapitel 13 (Art. 102-113)<div class="menu-item-description">Schlussbestimmungen</div></a> <ul class="sub-menu"> <li id="menu-item-1719" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1719"><a href="https://ai-act-law.eu/de/artikel/102/">Art. 102<div class="menu-item-description">Änderung der Verordnung (EG) Nr. 300/2008</div></a></li> <li id="menu-item-1720" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1720"><a href="https://ai-act-law.eu/de/artikel/103/">Art. 103<div class="menu-item-description">Änderung der Verordnung (EU) Nr. 167/2013</div></a></li> <li id="menu-item-1721" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1721"><a href="https://ai-act-law.eu/de/artikel/104/">Art. 104<div class="menu-item-description">Änderung der Verordnung (EU) Nr. 168/2013</div></a></li> <li id="menu-item-1722" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1722"><a href="https://ai-act-law.eu/de/artikel/105/">Art. 105<div class="menu-item-description">Änderung der Richtlinie 2014/90/EU</div></a></li> <li id="menu-item-1723" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1723"><a href="https://ai-act-law.eu/de/artikel/106/">Art. 106<div class="menu-item-description">Änderung der Richtlinie (EU) 2016/797</div></a></li> <li id="menu-item-1724" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1724"><a href="https://ai-act-law.eu/de/artikel/107/">Art. 107<div class="menu-item-description">Änderung der Verordnung (EU) 2018/858</div></a></li> <li id="menu-item-1725" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1725"><a href="https://ai-act-law.eu/de/artikel/108/">Art. 108<div class="menu-item-description">Änderungen der Verordnung (EU) 2018/1139</div></a></li> <li id="menu-item-1726" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1726"><a href="https://ai-act-law.eu/de/artikel/109/">Art. 109<div class="menu-item-description">Änderung der Verordnung (EU) 2019/2144</div></a></li> <li id="menu-item-1727" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1727"><a href="https://ai-act-law.eu/de/artikel/110/">Art. 110<div class="menu-item-description">Änderung der Richtlinie (EU) 2020/1828</div></a></li> <li id="menu-item-1728" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1728"><a href="https://ai-act-law.eu/de/artikel/111/">Art. 111<div class="menu-item-description">Bereits in Verkehr gebrachte oder in Betrieb genommene KI‑Systeme und bereits in Verkehr gebrachte KI‑Modelle mit allgemeinem Verwendungszweck</div></a></li> <li id="menu-item-1729" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1729"><a href="https://ai-act-law.eu/de/artikel/112/">Art. 112<div class="menu-item-description">Bewertung und Überprüfung</div></a></li> <li id="menu-item-1730" class="menu-item menu-item-type-post_type menu-item-object-article menu-item-1730"><a href="https://ai-act-law.eu/de/artikel/113/">Art. 113<div class="menu-item-description">Inkrafttreten und Geltungsbeginn</div></a></li> </ul> </li> </ul></nav></nav> </div> <div id="widget-area" class="widget-area" role="complementary"> <aside id="text-4" class="widget-2 no-widget-title widget widget_text"><h2 class="widget-title">Impressum</h2> <div class="textwidget"><p><a class="imprint" href="/impressum-datenschutz/">Impressum | Datenschutz | Haftung</a></p> </div> </aside> </div> </div> </div> <div id="content" class="site-content"> <div id="primary" class="content-area"> <main id="main" class="site-main" role="main"> <article id="post-284" class="article-de-order-number-10 post-284 article type-article status-publish hentry"> <header class="entry-header"> <h1 class="entry-title"><span class="dsgvo-number">Art. 10 KI-VO </span><span class="dsgvo-title">Daten und Daten-Governance</span></h1> </header> <div class="entry-content"> <ol> <li>Hochrisiko-KI‑Systeme, in denen Techniken eingesetzt werden, bei denen KI‑Modelle mit Daten trainiert werden, müssen mit Trainings-, Validierungs- und Testdatensätzen entwickelt werden, die den in den Absätzen 2 bis 5 genannten Qualitätskriterien entsprechen, wenn solche Datensätze verwendet werden.</li> <li><sup>1</sup>Für Trainings-, Validierungs- und Testdatensätze gelten Daten-Governance- und Datenverwaltungsverfahren, die für die Zweckbestimmung des Hochrisiko-KI‑Systems geeignet sind. <sup>2</sup>Diese Verfahren betreffen insbesondere <ol> <li>die einschlägigen konzeptionellen Entscheidungen,</li> <li>die Datenerhebungsverfahren und die Herkunft der Daten und im Falle personenbezogener Daten den ursprünglichen Zweck der Datenerhebung,</li> <li>relevante Datenaufbereitungsvorgänge wie Annotation, Kennzeichnung, Bereinigung, Aktualisierung, Anreicherung und Aggregierung,</li> <li>die Aufstellung von Annahmen, insbesondere in Bezug auf die Informationen, die mit den Daten erfasst und dargestellt werden sollen,</li> <li>eine Bewertung der Verfügbarkeit, Menge und Eignung der benötigten Datensätze,</li> <li>eine Untersuchung im Hinblick auf mögliche Verzerrungen (Bias), die die Gesundheit und Sicherheit von Personen beeinträchtigen, sich negativ auf die Grundrechte auswirken oder zu einer nach den Rechtsvorschriften der Union verbotenen Diskriminierung führen könnten, insbesondere wenn die Datenausgaben die Eingaben für künftige Operationen beeinflussen,</li> <li>geeignete Maßnahmen zur Erkennung, Verhinderung und Abschwächung möglicher gemäß Buchstabe f ermittelter Verzerrungen,</li> <li>die Ermittlung relevanter Datenlücken oder Mängel, die der Einhaltung dieser Verordnung entgegenstehen, und wie diese Lücken und Mängel behoben werden können.</li> </ol> </li> <li><sup>1</sup>Die Trainings-, Validierungs- und Testdatensätze müssen im Hinblick auf die Zweckbestimmung relevant, hinreichend repräsentativ und so weit wie möglich fehlerfrei und vollständig sein. <sup>2</sup>Sie müssen die geeigneten statistischen Merkmale, gegebenenfalls auch bezüglich der Personen oder Personengruppen, für die das Hochrisiko-KI‑System bestimmungsgemäß verwendet werden soll, haben. <sup>3</sup>Diese Merkmale der Datensätze können auf der Ebene einzelner Datensätze oder auf der Ebene einer Kombination davon erfüllt werden.</li> <li>Die Datensätze müssen, soweit dies für die Zweckbestimmung erforderlich ist, die entsprechenden Merkmale oder Elemente berücksichtigen, die für die besonderen geografischen, kontextuellen, verhaltensbezogenen oder funktionalen Rahmenbedingungen, unter denen das Hochrisiko-KI‑System bestimmungsgemäß verwendet werden soll, typisch sind.</li> <li><sup>1</sup>Soweit dies für die Erkennung und Korrektur von Verzerrungen im Zusammenhang mit Hochrisiko-KI‑Systemen im Einklang mit Absatz 2 Buchstaben f und g dieses Artikels unbedingt erforderlich ist, dürfen die Anbieter solcher Systeme ausnahmsweise besondere Kategorien personenbezogener Daten verarbeiten, wobei sie angemessene Vorkehrungen für den Schutz der Grundrechte und Grundfreiheiten natürlicher Personen treffen müssen. <sup>2</sup>Zusätzlich zu den Bestimmungen der <a href="https://dsgvo-gesetz.de/" target="_blank" rel="noopener">Verordnungen (EU) 2016/679</a> und <a href="https://eur-lex.europa.eu/legal-content/DE/TXT/HTML/?uri=CELEX:32018R1725" target="_blank" rel="noopener">(EU) 2018/1725</a> und der <a href="https://eur-lex.europa.eu/legal-content/DE/TXT/HTML/?uri=CELEX:32016L0680" target="_blank" rel="noopener">Richtlinie (EU) 2016/680</a> müssen alle folgenden Bedingungen erfüllt sein, damit eine solche Verarbeitung stattfinden kann: <ol> <li>Die Erkennung und Korrektur von Verzerrungen kann durch die Verarbeitung anderer Daten, einschließlich synthetischer oder anonymisierter Daten, nicht effektiv durchgeführt werden;</li> <li>die besonderen Kategorien personenbezogener Daten unterliegen technischen Beschränkungen einer Weiterverwendung der personenbezogenen Daten und modernsten Sicherheits- und Datenschutzmaßnahmen, einschließlich Pseudonymisierung;</li> <li>die besonderen Kategorien personenbezogener Daten unterliegen Maßnahmen, mit denen sichergestellt wird, dass die verarbeiteten personenbezogenen Daten gesichert, geschützt und Gegenstand angemessener Sicherheitsvorkehrungen sind, wozu auch strenge Kontrollen des Zugriffs und seine Dokumentation gehören, um Missbrauch zu verhindern und sicherzustellen, dass nur befugte Personen Zugang zu diesen personenbezogenen Daten mit angemessenen Vertraulichkeitspflichten haben;</li> <li>die besonderen Kategorien personenbezogener Daten werden nicht an Dritte übermittelt oder übertragen, noch haben diese Dritten anderweitigen Zugang zu diesen Daten;</li> <li>die besonderen Kategorien personenbezogener Daten werden gelöscht, sobald die Verzerrung korrigiert wurde oder das Ende der Speicherfrist für die personenbezogenen Daten erreicht ist, je nachdem, was zuerst eintritt;</li> <li>die Aufzeichnungen über Verarbeitungstätigkeiten gemäß den <a href="https://dsgvo-gesetz.de/" target="_blank" rel="noopener">Verordnungen (EU) 2016/679</a> und <a href="https://eur-lex.europa.eu/legal-content/DE/TXT/HTML/?uri=CELEX:32018R1725" target="_blank" rel="noopener">(EU) 2018/1725</a> und der <a href="https://eur-lex.europa.eu/legal-content/DE/TXT/HTML/?uri=CELEX:32016L0680" target="_blank" rel="noopener">Richtlinie (EU) 2016/680</a> enthalten die Gründe, warum die Verarbeitung besonderer Kategorien personenbezogener Daten für die Erkennung und Korrektur von Verzerrungen unbedingt erforderlich war und warum dieses Ziel mit der Verarbeitung anderer Daten nicht erreicht werden konnte.</li> </ol> </li> <li>Bei der Entwicklung von Hochrisiko-KI‑Systemen, in denen keine Techniken eingesetzt werden, bei denen KI‑Modelle trainiert werden, gelten die Absätze 2 bis 5 nur für Testdatensätze.</li> </ol> <div class="empfehlung-erwaegungsgruende"> <h2>Passende Erwägungsgründe</h2> <span><a href="https://ai-act-law.eu/de/erwg/67/">(<span class="bold-number">67</span>) Daten-Governance- und Datenverwaltungsverfahren</a></span> <span><a href="https://ai-act-law.eu/de/erwg/68/">(<span class="bold-number">68</span>) Zugang zu hochwertigen Daten</a></span> <span><a href="https://ai-act-law.eu/de/erwg/70/">(<span class="bold-number">70</span>) Verarbeitung besonderer Kategorien personenbezogener Daten</a></span> </div> 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