AINeutralarXiv – CS AI · Mar 176/10
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Contests with Spillovers: Incentivizing Content Creation with GenAI
Researchers propose the Content Creation with Spillovers (CCS) model to address how GenAI and LLMs create positive spillovers where creators' content can be reused by others, potentially undermining individual incentives. They introduce Provisional Allocation mechanisms to guarantee equilibrium existence and develop approximation algorithms to maximize social welfare in content creation ecosystems.