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CONTINUITY: Security-Context Contracts for Composable LLM Agent Controls

LLM agent systems increasingly combine provenance tracking, authorization, policy enforcement, protocol adapters, and execution controls. However, individually correct security mechanisms do not necessarily compose into an end-to-end secure system: security-critical context may be dropped, widened, rebound, or reinterpreted as actions cross component boundaries. We identify this failure mode as…

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Apple Testing New HomePod With Siri AI

Apple has been testing a new full-sized HomePod with Siri AI support, according to Bloomberg 's Mark Gurman . Unfortunately, in his report outlining upcoming Apple products today, Gurman said the new…

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