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#artificial intelligence Preprint Oct 2026

ReFract: Benchmarking Perspective Awareness in Language Model Agents with Text World Models

Large Language Model (LLM) agents are increasingly deployed in high-stakes settings such as industrial maintenance and equipment fault troubleshooting, where workers occupy a variety of roles. A capable agent must therefore act in a way that is calibrated to user's role: taking actions and providing information that re...

Hainiu Xu, Vítor N. Lourenço, Mohnish Dubey et al. · 0 citations

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