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Achieve real-time video understanding with transparent reasoning: \model{} aligns response timing with visual evidence, offering a breakthrough for online video LLMs.
By "dreaming ahead" with learned latent visual dynamics, LatentPilot achieves state-of-the-art vision-and-language navigation, demonstrating the power of future-aware reasoning without needing future observations at test time.
