竞赛(生物学)
生成语法
共生
内容(测量理论)
业务
计算机科学
人工智能
生物
生态学
数学
数学分析
遗传学
细菌
作者
Yao Fan,Chuanhao Li,Denis Nekipelov,Hongning Wang,Haifeng Xu
标识
DOI:10.48550/arxiv.2402.15467
摘要
The advent of generative AI (GenAI) technology produces transformative impact on the content creation landscape, offering alternative approaches to produce diverse, high-quality content across media, thereby reshaping online ecosystems but also raising concerns about market over-saturation and the potential marginalization of human creativity. Our work introduces a competition model generalized from the Tullock contest to analyze the tension between human creators and GenAI. Our theory and simulations suggest that despite challenges, a stable equilibrium between human and AI-generated content is possible. Our work contributes to understanding the competitive dynamics in the content creation industry, offering insights into the future interplay between human creativity and technological advancements in GenAI.
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