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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

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Sharad Bagal

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Open access Jul 2026

Causal, Self-Governing AI Agents: A Framework for Counterfactual Reasoning and Emergent Norms in Multi-Agent Systems

A novel framework for causal, self-governing AI agents that leverages counterfactual reasoning to develop emergent norms within multi-agent systems and provides a principled approach to autonomous agent coordination that scales with system complexity is introduced.

Sharad Bagal · 0 citations

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