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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

Li Lu

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Jul 2026

Neuro-Symbolic Reasoning for Vulnerability Detection

LeanGuard is presented, a neuro-symbolic framework that assigns each act to the side equipped for it, and it is argued that the remedy is not better prompting but a separation of roles: the component that interprets the code must not also be the one that decides a safety obligation is met.

Yanjie Zhao, Hongjie Chen, Li Lu et al. · 0 citations

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