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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

A. Correia

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Open access 2026

Systems-of-Systems: Engineering or Construct?

The concept of Systems-of-Systems (SoS) has become increasingly important across domains such as engineering, defence, healthcare, and digital infrastructure, describing complex assemblies of independent systems that collectively deliver capabilities beyond individual components. However, the concept remains debated: a...

Pedro B. Água, A. Correia, António Gonçalves · 0 citations
Conference Jul 2026

Audit-Ready XAI Engineering via Evidence Bundles and Trace-Link Validation

Auditability in high-risk AI requires more than explanation narratives: reviewers must be able to retrieve and verify decision-bound evidence, including the decision record, model/configuration state, explanation artefact, and audit-log event. We propose a lightweight engineering pattern for auditready Explainable AI (...

António Gonçalves, J. Ameixa, A. Correia · 0 citations

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