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WorkWorlds: An Infrastructure for Evaluating AI Agents on Workplace Tasks

arXiv · AI, language, vision and robotics · article · Sep 20, 2026 · UTC

Many knowledge-work benchmarks are constructed around individual tasks, with the context needed for each task selected together with or after the task has been specified. This design measures performance on workplace-like tasks in an environment assembled for the task. When task specification guides which context is selected, the evaluation can encode task information into the environment and pre-complete part of the information-localization work that workplace performance normally requires. We introduce WorkWorlds, an evaluation infrastructure that separates organizational state from task spe

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Evidence & attribution

First collected: 2026-09-23T09:51:33.063Z. This is not the publication date.