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Paper · arXiv

Workerville: Towards an Organizational Behavior Account of Agent Safety

LLM-based agents now interact with their environments continuously, shaped by such organizational channels as user instructions, peer messages, and long-term memory. Existing safety research has examined these influences, but largely as separate agent components. How such factors jointly shape an agent's safety behavior from a unified perspective remains unmeasured. To bridge this gap, we advocate organizational behavior (OB) as a framework for studying the safety of advanced agents, reorganizing the objects of study, theoretical foundations, and experimental design around the relational structure in which agents operate. We present the first systematic formalization of counterproductive ...

AuthorsHanjun Luo, Junting Mao, Yuhan Lu et al.
Primary categorycs.AI
Published8 October 2026
Last updated at source8 October 2026
cs.AI
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