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World models can replace traditional simulators in some scenarios, but they still lack essential features like formal physical guarantees and effective state feedback.
LLMs can now tackle complex table QA with 20%+ accuracy gains, thanks to a multi-agent framework that decomposes queries and orchestrates reasoning between specialized database and knowledge graph agents.
