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Output Format Return the result as a list of personas, one entry per individual, labeled: "members": [ { "member_id": "{household_id}_1", "name": "", "role": "", "age": , "gender":

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cs.AI 1

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2026 1

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UNVERDICTED 1

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PersonalHomeBench: Evaluating Agents in Personalized Smart Homes

cs.AI · 2026-04-18 · unverdicted · novelty 7.0

PersonalHomeBench is a new benchmark showing that AI agents suffer systematic performance drops in personalized smart homes as task complexity rises, especially in counterfactual reasoning and partial observability.

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  • PersonalHomeBench: Evaluating Agents in Personalized Smart Homes cs.AI · 2026-04-18 · unverdicted · none · ref 13

    PersonalHomeBench is a new benchmark showing that AI agents suffer systematic performance drops in personalized smart homes as task complexity rises, especially in counterfactual reasoning and partial observability.