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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

Giovanni Pilato

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Aug 2026

Bridging the Trust Gap: A Hybrid Intuitive-Rational Architecture for Certified University Assistants

A proof-of-concept neuro-symbolic architecture for “certified” academic advising that shows how an LLM-based university assistant can be connected to an auditable and reproducible symbolic layer, while preserving a clear separation between linguistic interaction and formal regulatory reasoning.

Giovanni Pilato, Mustafa Sert · 0 citations