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Noch weitgehend unklar ist, ob das Potenzial der Besch\u00e4ftigten ausreicht und passf\u00e4hig ist, um die Potenziale dieser Technologie im Unternehmen schnell nutzbar zu machen. Neben den daf\u00fcr n\u00f6tigen KI\/ML-spezifischen Programmierkenntnissen in der IT-Abteilung erfordert ein robuster und produktiver Einsatz von KI\/ML im Unternehmen auch von den Besch\u00e4ftigten in den anwendenden Fachabteilungen neue Kompetenzen. Sie m\u00fcssen die Potenziale und Grenzen von KI\/ML-Technologien verstehen (KI\/ML-Kompetenz) und in der Lage sein, KI\/ML-Systeme und ihre Ergebnisse in den fachlichen Kontext und an situative Anforderungen r\u00fcckzubinden (Kontext-Kompetenz). Der Beitrag identifiziert diese Kompetenzen und zeigt empirisch, in welchem Ausma\u00df sie vorhanden sind oder entwickelt werden m\u00fcssen. Dies geschieht auf der Basis der BIBB\/BAuA-Erwerbst\u00e4tigenbefragung 2018 f\u00fcr zwei Felder, die aktuell besonders relevant f\u00fcr den Einsatz von KI\/ML sind: Predictive Maintenance und beratungsintensive Sachbearbeitung. Die Ergebnisse zeigen: Besch\u00e4ftigte haben ein untersch\u00e4tztes Potenzial f\u00fcr die erfolgreiche Umsetzung von KI\/ML, es lohnt sich also, sie in allen Phasen der KI\/ML-Umsetzung partizipativ zu involvieren.<\/jats:p>","DOI":"10.1365\/s40702-020-00609-8","type":"journal-article","created":{"date-parts":[[2020,3,20]],"date-time":"2020-03-20T17:06:52Z","timestamp":1584724012000},"page":"465-479","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":24,"title":["Kontext und KI: Zum Potenzial der Besch\u00e4ftigten f\u00fcr K\u00fcnstliche Intelligenz und Machine-Learning","Context and AI: On Employees\u2019 Potential for Artificial Intelligence and Machine Learning"],"prefix":"10.1365","volume":"57","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5287-8112","authenticated-orcid":false,"given":"Sabine","family":"Pfeiffer","sequence":"first","affiliation":[]}],"member":"93","published-online":{"date-parts":[[2020,3,20]]},"reference":[{"key":"609_CR1","unstructured":"Anderson C (2008) The end of theory: the data deluge makes the scientific method obsolete. 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