Modelling and influencing the AI bidding war: A research agenda

The Anh Han, Luís Moniz Pereira, Tom Lenaerts

Onderzoeksoutput: Chapterpeer review

16 Citaten (Scopus)

Samenvatting

A race for technological supremacy in AI could lead to serious negative consequences, especially whenever ethical and safety procedures are underestimated or even ignored, leading potentially to the rejection of AI in general. For all to enjoy the benefits provided by safe, ethical and trustworthy AI systems, it is crucial to incentivise participants with appropriate strategies that ensure mutually beneficial normative behaviour and safety-compliance from all parties involved. Little attention has been given to understanding the dynamics and emergent behaviours arising from this AI bidding war, and moreover, how to influence it to achieve certain desirable outcomes (e.g. AI for public good and participant compliance). To bridge this gap, this paper proposes a research agenda to develop theoretical models that capture key factors of the AI race, revealing which strategic behaviours may emerge and hypothetical scenarios therein. Strategies from incentive and agreement modelling are directly applicable to systematically analyse how different types of incentives (namely, positive vs. negative, peer vs. institutional, and their combinations) influence safety-compliant behaviours over time, and how such behaviours should be configured to ensure desired global outcomes, studying at the same time how these mechanisms influence AI development. This agenda will provide actionable policies, showing how they need to be employed and deployed in order to achieve compliance and thereby avoid disasters as well as loosing confidence and trust in AI in general.
Originele taal-2English
TitelAIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society
UitgeverijAssociation for Computing Machinery, Inc
Pagina's5-11
Aantal pagina's7
ISBN van geprinte versie9781450363242
DOI's
StatusPublished - 27 jan 2019
Evenement2019 AAAI/ACM Conference on AI, Ethics, and Society - Honolulu, Honolulu, United States
Duur: 27 jan 201928 jan 2019

Publicatie series

NaamAIES 2019 - Proceedings of the 2019 AAAI/ACM Conference on AI, Ethics, and Society

Conference

Conference2019 AAAI/ACM Conference on AI, Ethics, and Society
Verkorte titelAIES
Land/RegioUnited States
StadHonolulu
Periode27/01/1928/01/19

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