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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

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De-Ming Chen

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Preprint Sep 2026

Toward Quantum Software Automation: A Quantum-Aware Harness for LLM-Guided Evolution

Quantum software is critical for improving the efficiency and reliability of scarce quantum hardware. However, its design still relies heavily on ad-hoc, handcrafted heuristics that are often suboptimal and quickly become obsolete as quantum hardware evolves. LLM-guided evolutionary search offers a promising way to aut...

Lily Jiaxin Wan, De-Ming Chen, Klara Nahrstedt et al. · 0 citations

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