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Forget brittle, end-to-end autonomous driving systems: this LLM-orchestrated multi-planner architecture achieves better task completion and safety with improved interpretability.
LVLMs already highlight the right image regions, you just need to amplify their "Positive Attention Dynamics" to cut through the noise and reduce hallucinations.
