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This work argues that agents need an operating-system substrate providing mandatory, non-bypassable services for identity, input mediation, memory governance, and execution control, and introduces AgentKernel, a trust-native agent operating system built around the premise that security must be a first-class design cons...
This paper formalizes a set of obfuscation primitives, defined as dual-tuples of linear computations satisfying specific algebraic properties, and demonstrates that the matrix-level weight transformations of several representative efficient TSLP frameworks can be expressed as compositions of these primitives.
The emerging Internet of Agents enables LLM-powered agents to discover peers, invoke tools, and delegate tasks across organizational boundaries. Existing protocols increasingly define how agents exchange messages, but not how an agent proves its identity, authorization, advertised capabilities, or accountability after...
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