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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

Karzan Ismael

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Review Open access Jul 2026

The Evolving Role of Artificial Intelligence in Decision-Making: A Comprehensive Analysis of Barriers and Challenges

Research indicates that proper application of MCDM techniques can relate AI outputs to real-life decision-making by structuring, enforcing transparency, and justifying AI-scoring results for use within an MCDA (Multi-Criteria Decision Analysis) framework, as demonstrated in complex use cases such as transportation planning.

Karzan Ismael, Ali Mohammed Salih, Zryan Najat Rashid · 0 citations

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