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autonomous language agents can negotiate, verify, and execute privacy-sensitive tasks while preventing context leakage, state exposure, or unintended information flow through semantic side channels. The
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multimodal sensor observations can be jointly exploited by intelligent physical systems, such as robots, vehicles, and distributed autonomous agents, to perceive and interpret their environment and
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