long-term-interaction

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#long-term-interaction

Human-AI Coevolution Dynamics: A Formal Theory of Social Intelligence Emergence Through Long-Term Interaction

arXiv cs.AI ↗ · 2026-06-18 Cached

Proposes the Human-AI Coevolution Dynamics Framework (HACD-H) as a formal model of human-AI interaction, integrating emotional adaptation, relational organization, social memory, and personality consistency. Results show social intelligence emerges from long-term social cognitive coevolution.

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#long-term-interaction

Personalizing Embodied Multimodal Large Language Model Agents over Long-term User Interactions

arXiv cs.AI ↗ · 2026-05-27 Cached

This paper proposes Polar, a multimodal memory-augmented framework for personalizing embodied MLLM agents over long-term user interactions, using a knowledge graph and episodic memory to ground user-intended instances from accumulated context.

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