Author

Chi Zhang

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Preprint Sep 2026

ConsistWorld: Evidence Routing for Consistent Multi-Agent World Models

Autoregressive video world models enable temporally coherent generation for a single observer. Extending them to multiple agents requires consistency across independently controlled views and temporal gaps under causal streaming. We present ConsistWorld, a multi-agent world model that generates camera-controlled video...

Qian-Xun Xu, Xian-Fang Zeng, Xin-Yao Liao et al. · 0 citations

Preprint Aug 2026

Code World Model: Coding Agent as World Brain

MiniMax-H3 follows proxy-based spatiotemporal specifications from simple interactive worlds built by the coding agent while preserving rich visual details and dynamics, demonstrating the potential of combining code for persistent world evolution with video models for flexible visual realization.

Yiwen Chen, Guo-Sheng Lin, Chi Zhang · 7 citations