Author

Hao Liu

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#artificial intelligence May 2026

QUACK: Questioning, Understanding, and Auditing Communicated Knowledge in Multimodal Social Deduction Agents

Evaluating three frontier VLMs in both homogeneous and cross-model adversarial settings, it is found that even the strongest agent hallucinates 15.1% of its verifiable spatial claims and 11.5% of accusations are strictly unsupported.

Ye Yuan, Ruiqi Song, Wei-En Li et al. · arXiv.org · 2 citations

#artificial intelligence Preprint Aug 2026

VibeWorlding: Can Multimodal Agents Construct 3D Open Worlds End-to-End?

VibeWorlding is proposed, a unified framework for benchmarking and training vibe worlding agents: a multimodal agent that can autonomously infer user intent, plan scene layout, invoke 3D tools, and reflect on the multimodal feedback in a multi-turn agent-environment interaction process.

Yansong NING, Jing-Wen Ye, Zhong-Kai Wu et al. · 2 citations