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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

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Oleg Dolgikh

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#edge computing Open access Sep 2026

Structural Safety of Local Physical Learning: Initial-data certificates, topology-changing convergence, and boundary-response stability in resistor networks

Can local physical learning destroy the conducting structure needed to define its own task? We study the Euclidean projected conductance-gradient flow of a finite passive resistor network with two fixed-potential terminals, one output, and one interior scalar target, under an explicit prune-and-continue convention for...

Oleg Dolgikh · 0 citations
#edge computing Open access Sep 2026

Structural Safety of Local Physical Learning: Initial-data certificates, topology-changing convergence, and boundary-response stability in resistor networks

Can local physical learning destroy the conducting structure needed to define its own task? We study the Euclidean projected conductance-gradient flow of a finite passive resistor network with two fixed-potential terminals, one output, and one interior scalar target, under an explicit prune-and-continue convention for...

Oleg Dolgikh · 0 citations

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