LLMs Favor Their Own Kind: The Emerging Bias in AI-Driven Recruitment

This research highlights a significant 'self-preference bias' where LLMs consistently favor content they generated, potentially disadvantaging human applicants and those using different models. It signals a shift in the AI fairness landscape, requiring recruiters to look beyond demographic bias and address the hidden systemic inequalities in AI-to-AI interactions.