{"guid":"58f65666-0f8f-436d-b1eb-095ba70ac203","title":"Die Grenzen der Automation durch Künstliche Intelligenz","subtitle":"Wie wissen wir, was automatisiert werden kann und was nicht?","slug":"fiffkon18-4-die_grenzen_der_automation_durch_kunstliche_intelligenz","link":"https://2018.fiffkon.de/program/events/4.html","description":"Während in Statistikkursen ausdrücklich davor gewarnt wird, eine Regressionsanalyse für Bereiche einzusetzen, die außerhalb des Messbereichs liegen, werden die Limitationen von Machine Learning-System selten problematisiert. Insbesondere in populärwissenschaftlichen Darstellungen und außerakademischen Anwendungen fehlt eine Sensibilität für die Grenzen der Systeme und mögliche Verzerrungen, die durch Daten und Modellierungsannahmen entstehen können. An konkreten Beispielen  zeigen wir die Probleme der Annahme, dass Machine Learning-Systeme universell einsetzbar sind. 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