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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

M. Manimaran

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2 papers indexed here

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Conference Jul 2026

A Transparent XAI-based Human-in-the- Loop Architecture for Responsible AI Systems

This has cast extreme doubt in relation to transparency, accountability, and human trust in machine learning applications despite the growing dependency on automated decision-making systems. Numerous high-performance models are black boxes, limiting human knowledge and supervision in high-stakes areas. This study comes...

M. Manimaran, Sridhar D, M. B. et al. · 0 citations
Conference Jul 2026

Adaptive Self-Evolving Machine Learning Models Using Meta-Optimization for Dynamic Data Environments

Smart cities, healthcare monitoring systems, financial markets, and IoT platforms are examples of dynamic data environments where data distributions vary over time. When ideas change, traditional machine learning models that were trained with static assumptions don't always do well. To evolve models autonomously in dyn...

K. Vengatesan, Rupam Bhagawati, R. Deka et al. · 0 citations

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