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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. Nwosu

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2 papers indexed here

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Conference Aug 2026

RADAR: Risk-Aware Ambiguity Detection for Regulatory Requirements

Ambiguity in natural-language requirements remains a persistent challenge in safety-critical systems, where unclear specifications may propagate into verification failures, redesign effort, certification delays, and downstream safety concerns. Existing ambiguity detection approaches increasingly employ rule-based techn...

A. Nwosu, Sanaa A. Alwidian · 0 citations
Conference Aug 2026

Toward Engineer-Centered Ambiguity Detection in Regulated Requirements Engineering

Natural language requirements remain the primary means of specifying software systems in regulated and safetycritical domains, yet ambiguity can lead to inconsistent interpretations, unclear verification criteria, certification delays, and safety risks. Although AI-based ambiguity detection has advanced considerably, m...

A. Nwosu, Sanaa A. Alwidian · 0 citations

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