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vls/2603nrwcece.visuallibrary.netvdEthical AI and data sciencebuilding trustworthy and transparent systemsMerlo, Tereza Raquel1972-HerausgeberedtLiebowitz, Jay1957-HerausgeberedttextTextbookxxuXD-USBoca Raton FLCRC Press2026First editionsingle unitengprintxxv, 210 Seitenohne Hilfsmittel zu benutzenBand"As AI permeates day-to-day life-influencing who is granted what type of healthcare, determining who is granted an employment interview or academic enrollment, or delivering what information to whom-it frames individuals and society. AI has far-reaching powers to improve lives, but it is not without risks. Due to its limitations, AI may prevent a person from receiving needed healthcare, block a deserving candidate from employment, or present fake and inaccurate information. How to trust that AI systems will improve lives and not create greater inequality and strife? How to foster the benefits of AI and mitigate the harms from AI? Ethical AI and Data Science: Building Trustworthy and Transparent Systems contributes answers to these questions. A vital and ongoing dialogue surrounding data, accessibility, and the multifaceted challenges posed by AI in ethics, safety, and societal impact, the book features diverse perspectives and practical approaches written by a panel of experts. Highlights of the book include: Ensuring safety in agentic AI through decision traceability Promoting responsible and ethical AI in financial services Bridging human-machine knowledge for responsible AI Responsible agentic AI for effective cybersecurity and ethical safety The book offers valuable insights into navigating the complexities of developing AI systems that are not only innovative but also transparent, equitable, and secure. This volume aims to advance understanding and foster collaboration among researchers, practitioners, and policymakers, helping to shape AI technologies that responsibly serve society while addressing critical concerns around fairness, accountability, and human well-being"-- Provided by publisherTransparent by design : ensuring safety in agentic AI through decision traceability / Petar Radanliev -- AI transparency / Brett Porter and Brady D. Lund -- Foundation of trustworthy AI / Vincent Oostlander, Christina Bassani, and Hugo Bergmann -- AI ethics in STEM education : promoting student awareness through a reflective-collaborative approach / Maya Usher -- Navigating the AI epoch : a critical examination of student voice and agency through the lens of Foucault and Freire / Alex More -- Beyond the standard prompt : the duality of generative AI between reproduction and emancipation from a Freirean perspective / Isaías Braga, Michelli Costa, and Tiago Braga -- Responsible AI/AI ethics as related to financial services which would interest the readership / Dara Sosulski -- Intelligent digital twins and ethical decision‑making support / Christian Stary -- Assessing AI algorithms / Anthony J. Rhem -- Bridging human-machine knowledge for responsible AI / Selvi Kannan -- Generative AI, emerging technology, and political communication : examples, methods of study, and implications for democracy / Gabrielle Beacken and Samuel Woolley -- Responsible agentic AI for effective cyber‑defense and ethical safety / Prashant Vajpayee and Gahagir Hossain.edited by Tereza Raquel Merlo and Jay LiebowitzIncludes bibliographical references and indexArtificial intelligenceMoral and ethical aspects97810411092979781041110064202504655299376562847506441HT031405700Data analytics applications9781003657804Ethical AI and data scienceBoca Raton FLCRC Press2026First editionOnline-Ausgabe978100365780449HBZ_DUErda26021320260504084806.0153341701ger https://ce.visuallibrary.net//domainresource/static/graphics/connectors/viewerLogo.gif http://193.30.112.129:83/F/?func=find-c&ccl_term=ICS%3D153341701+X0001 https://ce.visuallibrary.net/id/1392286 https://ce.visuallibrary.net/i3f/v20/1392286/manifest https://ce.visuallibrary.net/proto_ftsearch/1392286