{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,13]],"date-time":"2026-01-13T06:24:37Z","timestamp":1768285477649,"version":"3.49.0"},"publisher-location":"Cham","reference-count":20,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783031737404","type":"print"},{"value":"9783031737411","type":"electronic"}],"license":[{"start":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T00:00:00Z","timestamp":1730332800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"},{"start":{"date-parts":[[2024,10,31]],"date-time":"2024-10-31T00:00:00Z","timestamp":1730332800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025]]},"abstract":"<jats:title>Abstract<\/jats:title><jats:p>Discussions on the risks involved in the deployment of AI systems are increasingly prominent in both public discourse and scientific debates. While talk of risk plays a crucial role in framing ethical and societal problems related to AI, we argue that it could profitably be associated with a clear analysis of uncertainty. Starting from a multi-component approach to AI-related risk assessment and mitigation, this chapter discusses the way the deployment of AI systems often takes place in contexts in which uncertainty is not meaningfully quantifiable.<\/jats:p>","DOI":"10.1007\/978-3-031-73741-1_17","type":"book-chapter","created":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T14:54:58Z","timestamp":1730300098000},"page":"284-292","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["AI-Related Risk and Uncertainty"],"prefix":"10.1007","author":[{"given":"Giacomo","family":"Zanotti","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Daniele","family":"Chiffi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Viola","family":"Schiaffonati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,10,31]]},"reference":[{"key":"17_CR20","unstructured":"Angwin, J., Larson, J., Mattu, S., Kirchner, L: Machine bias. 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