Learning GenAI via SOTA Papers

EP196: Forcing AI to Prove Its Logic


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Title: ArgRE: Formal Argumentation for Conflict Resolution in Multi-Agent Requirements Negotiation

Source: http://arxiv.org/abs/2604.23124v1


Summary:

ArgRE establishes a foundational framework for multi-agent coordination by embedding formal Dung-style abstract argumentation into the agentic reasoning loop for conflict resolution. It moves multi-agent negotiation from heuristic synthesis to a principled, auditable mechanism, which is critical for the reliability and transparency of complex Agentic AI systems.

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Learning GenAI via SOTA PapersBy Yun Wu