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Current VLM-driven embodied agents struggle with fundamental skills like navigation and object manipulation when evaluated in realistic, low-level action spaces, severely hindering their performance on complex tasks.
LLMs can now guide video streaming optimization, outperforming traditional saliency models and human annotation in predicting content importance for both VOD and live streams.