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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

Chatter Singh

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2 papers indexed here

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Review Oct 2026

Trustworthy large language models for clinical diagnosis: a medical informatics review of evidence, safety, validation, and deployment readiness.

BACKGROUND Large language models (LLMs) and multimodal foundation models are increasingly proposed for diagnostic decision support, symptom triage, report interpretation, and electronic health record (EHR)-grounded workflows. Because medical informatics is concerned with how information and communication technologies b...

Amar Singh, Ajay Singh, Shakti Kumar et al. · 0 citations
Review Open access Sep 2026

From pilots to plots: A critical review of artificial intelligence for smallholder agriculture in South Asia

Artificial intelligence (AI) is routinely presented as transformative for the several hundred million people in South Asia whose food security depends on farms of less than two hectares, yet the claims made on its behalf have advanced faster than the evidence behind them. This review critically examines what is known a...

Amar Singh, Vinod Kumar Shukla, Chatter Singh · 0 citations

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