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18 UK domestic workers reveal AI smart-home surveillance risks in employer homes

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Summary A

AI-driven smart home devices create cross-household privacy risks for domestic workers, with employer-controlled surveillance and opaque AI functionalities limiting their ability to manage data boundaries. This exposes a critical gap in threat modeling for multi-household deployments, requiring engineers to account for institutional adversaries (like agencies) and gendered administrative roles when designing privacy controls for real-world AI systems.

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