AI RESEARCH
World Models That Know When They Don't Know - Controllable Video Generation with Calibrated Uncertainty
arXiv CS.AI
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ArXi:2512.05927v2 Announce Type: replace-cross Recent advances in generative video models have led to significant breakthroughs in high-fidelity video synthesis, specifically in controllable video generation where the generated video is conditioned on text and action inputs, e.g., in instruction-guided video editing and world modeling in robotics.