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SPD achieves unprecedented decoding speed by processing multiple tokens in parallel while eliminating latency bubbles, setting a new standard for LLM inference efficiency.
UAV-VLN is still far from real-world deployment due to challenges like the sim-to-real gap and linguistic ambiguity, highlighting opportunities for research in areas like multi-agent coordination.
