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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

Jeffrey J. Czajka

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Open access Aug 2026

Carbon source–driven metabolic and regulatory remodeling defines phenomic states in Lipomyces starkeyi

A suite of multi-omic data is collected to dissect how carbon source availability reshapes the metabolic network, lipid allocation, and regulatory architecture of Lipomyces starkeyi and enhances the understanding of Lipomyces molecular rearrangements.

L. Monteiro, Xiao-Lu Li, Kyle R. Pomraning et al. · 0 citations
Jul 2026

Networked Intelligence: Active Shared Context Graphs for Human-AI Team Science

This work introduces Mycelium, an active shared workspace that automatically connects researchers and AI agents, and describes networked intelligence as sparse conditional computation over distributed scientific contexts as sparse conditional computation over distributed scientific contexts.

Sutanay Choudhury, Jeffrey J. Czajka, L. Monteiro et al. · 0 citations

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