Year: 2024
Type: preprint
Abstract: 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.
Source: arXiv (Cornell University)
Language: English
Subfield: Strategy and Management
Domain: Social Sciences
Open Access status: green
Awards: G1180699541, Collaborative Research: CCRI: New: A Scalable Hardware and Software Environment Enabling Secure Multi-party Learning, G355768065, NSF-BSF: AF: Small: Algorithmic Persuasion: Re-creating the Success of Mechanism Design, G7452299184, III: Small: Moving offline learning to rank online, from theory to practice, G8876996369
OpenAlex ID: W4392182550