AINeutralarXiv – CS AI · 6h ago6/10
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Decoupling Thought from Speech: Knowledge-Grounded Counterfactual Reasoning for Resilient Multi-Agent Argumentation
Researchers introduce Knowledge-Grounded Counterfactual Reasoning (KG-CFR), a dual-stage architecture that improves multi-agent debate systems by separating planning from execution, preventing logic degradation and argument repetition. In stress-tested simulations, KG-CFR maintains argument quality above 0.82 in 95% of perturbed scenarios, demonstrating that architectural decoupling enhances system resilience under sustained pressure.