000 02432nam a22003257c 4500
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003 ES-MaONT
005 20241218012007.0
008 191030t2018 a|||f t|||i00| 0 eng d
040 _aES-MaONT
245 0 0 _aNavigating Uncharted Waters
_b: A roadmap to responsible innovation with AI in financial services
_cWorld Economic Forum ; prepared in collaboration with Deloitte
260 _a[S.l.] :
_bWorld Economic Forum,
_c2019
300 _a133 p.:
_bil.;
_c1 fichero PDF
336 _atexto (visual)
_2isbdcontent
337 _aelectrónico
_2isbdmedia
338 _arecurso en línea
_2rdacarrier
520 _aThis report explores the five key areas of concern raised over hundreds of research interviews with financial services leaders and regulators conducted over the past two years. Specifically: Explainability, how does business context shape what we need to know about our AI, and how AI systems make their decisions? Systemic risk: Could algorithms destabilize the financial system by introducing new dynamics to how markets and their component actors (i.e., humans and machines) interact? Bias and fairness: How can institutions work to ensure their systems do not discriminate against a specific group? Fiduciary duty: Can AI systems plausibly fulfill the fiduciary responsibilities of advisors to always act in the best interest of their clients? Algorithmic collusion: Can AI systems autonomously learn to engage in anti-competitive behaviour, and how can this risk be mitigated? The report outlines responses to these questions, exploring the root causes that drive each concern, and how they can be addressed through new governance and oversight frameworks. Ultimately, the report seeks to map out how the financial system can reap the benefits of AI while effectively navigating the risks it introduces, leading to improved outcomes for customers, regulators, institutions, and societies at large.
650 0 _aTecnologías habilitadoras digitales
_918
653 _aartificial intelligence
653 _afinancial services
653 _afinancial institutions
653 _afinancial ecosystem
653 _aexplainability
653 _arisk
710 _aDeloitte (Firma)‪
_92404
710 _aWorld Economic Forum
_92608
856 4 _uhttp://www3.weforum.org/docs/WEF_Navigating_Uncharted_Waters_Report.pdf
_x0
_yAcceso al documento
_qpdf
942 _cINF
_2z