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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Kai Chen

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Conference Open access Jul 2026

SciExplore: Evaluating Autonomous Agents from Scientific Navigation to Information Integration

SciExplore is introduced, a benchmark designed to evaluate scientific information-seeking and reasoning capabilities of LLMs and agents, revealing substantial performance gaps with performance degrading sharply as task complexity increases and extremely low accuracy on the most challenging structured synthesis tasks.

Yinhao Tang, Youqing Fang, Yanan Sun et al. · 1 citation

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