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Beneficence Signaling in AI Development Dynamics

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  • Sarita Rosenstock

Abstract

This paper motivates and develops a framework for understanding how the socio-technical systems surrounding AI development interact with social welfare. It introduces the concept of ``signaling'' from evolutionary game theory and demonstrates how it can enhance existing theory and practice surrounding the evaluation and governance of AI systems.

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  • Sarita Rosenstock, 2023. "Beneficence Signaling in AI Development Dynamics," Papers 2305.02561, arXiv.org.
    • Handle: RePEc:arx:papers:2305.02561
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    1. Aumann, Robert J, 1987. "Correlated Equilibrium as an Expression of Bayesian Rationality," Econometrica, Econometric Society, vol. 55(1), pages 1-18, January.
    2. Coe, Andrew J. & Vaynman, Jane, 2020. "Why Arms Control Is So Rare," American Political Science Review, Cambridge University Press, vol. 114(2), pages 342-355, May.
    3. Mengel, Friederike, 2012. "Learning across games," Games and Economic Behavior, Elsevier, vol. 74(2), pages 601-619.
    4. Han, The Anh & Lenaerts, Tom & Santos, Francisco C. & Pereira, Luís Moniz, 2022. "Voluntary safety commitments provide an escape from over-regulation in AI development," Technology in Society, Elsevier, vol. 68(C).
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