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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

Meiyi Ma

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Jul 2026

Reason Popper-ly: Patching In-Context Reasoning with Inductive Logic Programming

Reason Popper-ly, a neurosymbolic framework that uses inductive logic programming (ILP) to learn relation composition rules from reasoning traces and deploys them as an online verifier for step-level correction, consistently improves terminal accuracy over standard CoT.

Zi-Rong Chen, Mei-Yi Ma · 0 citations

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