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Qi-Xing Hu

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#artificial intelligence Preprint Oct 2026

Long-WAM: Scaling the Context of World-Action Models

Long-WAM is presented, a model-system framework for scaling the context of causal world-action models under real-time control constraints, and finds that access to history is not the same as using it: longer histories pay off far more when the video foundation is pretrained autoregressively (AR).

Wei Huang, Bo-Han Zhang, Chen-Zhi Liu et al. · 1 citation

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