Pandora Box or Golden Fleece: Economic Analysis of Generative AI Adoption on Creation Platforms

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dc.contributor.authorGao, Yi
dc.contributor.authorWang, Zhe
dc.contributor.authorHuang, Yan
dc.date.accessioned2024-12-26T21:06:35Z
dc.date.available2024-12-26T21:06:35Z
dc.date.issued2025-01-07
dc.description.abstractIn this paper, we employ a game-theoretic approach to analyze the impact of adopting generative AI tools on various market outcomes, including creators’ creativity level and pricing strategies, the platform’s regulatory strength, and consumer welfare. Our results show that although generative AI tools can facilitate content creation by leading to a higher quality, creators’ creativity levels and prices may experience a decline compared to the regime without such tools. We also find that even though generative AI has the potential to improve content quality, it is not always true that the utilization of such tools can lead to higher consumer welfare. Moreover, we find that the platform opts for a relatively low regulatory strength when the AI intelligence is relatively small. Interestingly, as generative AI acquires a more extensive knowledge base, the platform and creators may be less willing to adopt it.
dc.format.extent10
dc.identifier.doi10.24251/HICSS.2025.324
dc.identifier.isbn978-0-9981331-8-8
dc.identifier.otherd17a916b-6d1b-41fa-89f1-07aa7b1aac85
dc.identifier.urihttps://hdl.handle.net/10125/109165
dc.relation.ispartofProceedings of the 58th Hawaii International Conference on System Sciences
dc.rightsAttribution-NonCommercial-NoDerivatives 4.0 International
dc.rights.urihttps://creativecommons.org/licenses/by-nc-nd/4.0/
dc.subjectGenerative AI and AI-generated Contents on Social Media
dc.subjectcreation platforms, creativity, generative ai, pricing strategies, regulatory strength.
dc.titlePandora Box or Golden Fleece: Economic Analysis of Generative AI Adoption on Creation Platforms
dc.typeConference Paper
dc.type.dcmiText
prism.startingpage2674

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