Explore/agent app/Lies We Can See: Joint Verbal and Non-Verbal Deception by VLM Agents in Embodied Social Interactions
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Jaewoo Ahn, Junseo Kim, Hyunseo Kim, Heeseung Yun, Jaehyeon Son, Zsolt Kira, Gunhee Kim/Lies We Can See: Joint Verbal and Non-Verbal Deception by VLM Agents in Embodied Social InteractionsUnknown

This paper presents MineAmongUs, a 3D multimodal sandbox for studying deception by VLM agents in embodied social interactions, and introduces ARIA, a configurable VLM-agent harness with cognitive-component ablation, along with a large-scale deception annotation scheme. It evaluates how VLM agents use joint verbal and non-verbal deception to win in a social-deduction game, highlighting non-verbal cues as decisive.

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✓ Best for

  • Research and experimentation
  • Prototype development
  • Learning agentic patterns

◎ Strengths

  • Active community
  • Open source
  • Well-documented API

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55
Score 55/100
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