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MPCoT achieves long-horizon VLA performance gains without increasing token latency, revolutionizing how we approach inference in complex control tasks.
By explicitly structuring and managing retrieval state, EfficientGraph-RAG achieves state-of-the-art RAG performance while slashing large-model token usage by over 3x.