Contests with Spillovers: Incentivizing Content Creation with GenAI
#contests #spillovers #content creation #Generative AI #incentives #strategic design #ecosystems
📌 Key Takeaways
- The article discusses using contests to incentivize content creation with Generative AI (GenAI).
- It explores how contests can create spillover effects, benefiting broader ecosystems beyond direct participants.
- The research highlights strategic design considerations for maximizing content quality and quantity through such contests.
- It addresses potential challenges in balancing incentives and preventing negative externalities in GenAI-driven content creation.
📖 Full Retelling
arXiv:2603.14372v1 Announce Type: new
Abstract: The rise of GenAI amplifies the economic phenomenon of positive spillovers. When creators contribute content that can be reused and adapted by Large Language Models (LLMs), each creator's effort can enhance the content quality of others by enabling easy imitation and recombination of existing content. On the one hand, such spillovers create value for the entire ecosystem; on the other hand, they risk undermining creators' incentives to invest genu
🏷️ Themes
Incentive Design, AI Content
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Original Source
arXiv:2603.14372v1 Announce Type: new
Abstract: The rise of GenAI amplifies the economic phenomenon of positive spillovers. When creators contribute content that can be reused and adapted by Large Language Models (LLMs), each creator's effort can enhance the content quality of others by enabling easy imitation and recombination of existing content. On the one hand, such spillovers create value for the entire ecosystem; on the other hand, they risk undermining creators' incentives to invest genu
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