AINeutralarXiv – CS AI · 8h ago6/10
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MASCOT: Towards Multi-Agent Socio-Collaborative Companion Systems
Researchers introduce MASCOT, a multi-agent framework designed to address persona collapse and social sycophancy in AI companion systems through bi-level optimization. The system improves persona consistency by up to 14.1% and social contribution by 10.6% compared to existing approaches, advancing the development of more distinct and productive multi-agent dialogue systems.