Entscheidungen, die Politik und Verwaltung (teil-)automatisiert treffen, können voller Vorurteile sein. Transparenzregister sollen sichtbar machen, wer welche Künstliche Intelligenz (KI) wo verwendet. Das wird für die öffentliche Hand spätestens dann relevant, wenn ihre KI-Assistenzsysteme etwa Bürger:innen diskriminieren könnten. Denn der geplante AI Act auf EU-Ebene sieht vor, dass Entwickler:innen von KI-Systemen ihre in Europa genutzten Anwendungen in ein Register eintragen müssen, wenn sie entweder Grundrechtsfragen betreffen oder in den Hochrisikobereich fallen.
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