# From Single-Actor Environments to Multi-Actor Event Worlds: Can LLMs Be Event World Models?

**Published:** October 23, 2026
**Author:** Juntong Ni, Zewen Liu, Bohan Wang, Lige Zhang, Wei Jin
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/from-single-actor-environments-to-multi-actor-event-worlds-can-llms-be-e

arXiv:2610.30488v1 Announce Type: new Abstract: World models help agents assess the consequences of their actions before acting. Many real systems, however, involve multiple actors who make their own decisions, can evolve even when the agent takes no action, and are only…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.30488)

**Tags:** #arXiv

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