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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

En-Ci Zhang

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2 papers indexed here

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Preprint Aug 2026

Paint What You See: Benchmarking Dexterous Visual Tool Use in Multimodal Agents

EASEL is proposed, a benchmark evaluating a controlled instance of dexterous visual tool use that adopts reference-guided visual reconstruction as its primary proxy task: the agent incrementally paints a canvas to match a reference image.

Shudong Liu, Dong-Yang Chen, En-Ci Zhang et al. · 0 citations
#artificial intelligence Open access Sep 2026

AgentFactory: Towards Automated Agentic System Design and Optimization

AgentFactory is presented, a framework that jointly optimizes both foundation models and workflow structures in agentic systems while considering multiple objectives including performance, cost, and efficiency, and establishes AgentFactory as a promising approach for developing more capable and efficient agentic system...

En-Ci Zhang, Hao-Fen Wang, Yue-Sheng Zhu et al. · 0 citations

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