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Language, when self-evolving and treated as a physical representation, can unlock state-of-the-art physical plausibility in video world models, even surpassing proprietary systems.
Large multimodal models excel at basic social understanding but falter dramatically when faced with counterfactual reasoning and causal inference in complex narratives.