index.md

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research_directions	icon title description 🤖 Continuous Learning & Autonomous Agent Evolution Designing agents that accumulate knowledge over time, adapt to non-stationary environments, and self-improve across tasks — without catastrophic forgetting or human intervention. icon title description 🧠 Knowledge Reasoning, Representation & Utilization Building expressive knowledge representations and robust multi-step reasoning capabilities that connect structured knowledge graphs with unstructured information for real-world inference and decision-making. icon title description 🔬 Foundation Models for Vertical Domains Adapting large foundation models to specialized fields — driving breakthroughs in industrial manufacturing, materials science, and beyond through AI-powered knowledge synthesis and discovery.

KNOWLEDGE · REASONING · AGI

Exploring AGI for
Knowledge Science

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Our Research Meet the Team →

Research Directions

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Latest News

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Featured Papers

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