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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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D. Shojaei

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Open access Aug 2026

From Ambiguity to Execution: An Agentic Neuro-Symbolic Framework for Transforming Building Regulations into Deterministic Constraints

This research proposes an Agentic Neuro-Symbolic Framework that decouples semantic interpretation from geometric verification and establishes a scalable foundation for autonomous compliance, demonstrating that AI reliability in engineering significantly improves when probabilistic models orchestrate deterministic tools rather than predicting physical realities.

N. Mirhosseini, D. Shojaei, Soheil Sabri · 0 citations

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