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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

Sofi Mittra

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Sep 2026

EXPLAINABLE AI-BASED RISK ANALYTICS AND DECISION SUPPORT FOR SMART URBAN SAFETY

Conventional urban safety mechanisms like CCTV and manual alerts are fundamentally reactive. To enable proactive hazard mitigation, this research proposes a predictive spatio-temporal risk analytics framework paired with an Explainable AI (XAI) engine and an interactive decision-support dashboard. The system establishe...

Vinita Shukla, P.Jyothsna Kumari, Sofi Mittra et al. · 0 citations

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