AI RESEARCH
Do Enterprise Systems Need Learned World Models? The Importance of Context to Infer Dynamics
arXiv CS.AI
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ArXi:2605.12178v1 Announce Type: new World models enable agents to anticipate the effects of their actions by internalizing environment dynamics. In enterprise systems, however, these dynamics are often defined by tenant-specific business logic that varies across deployments and evolves over time, making models trained on historical transitions brittle under deployment shift.