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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

Junehyoung Kwon

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Open access Jul 2026

CRiT-QA: Evaluating Multi-hop Reasoning with Counterfactual Chains and Distractor Traps

The introduction of CRiT-QA (Counterfactual Reasoning with Traps), a dataset explicitly designed to address both limitations of large language models' multi-hop reasoning, and provides a foundation for developing more reliable, evidence-grounded LLMs.

Jungmin Yun, Junehyoung Kwon, Youngbin Kim · 0 citations

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