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A unified proactive generation framework enables LLMs to form reusable factual memories from streaming video without compromising real-time perception.
FAIRY's event-driven architecture enables unprecedented integration of real-time data and decision-making in soybean farming, leading to enhanced yield outcomes.
MemoryCPT achieves a superior cost-performance trade-off for LLM agents by intelligently managing memory without overwhelming downstream models with context.
VideoChat3 achieves unprecedented generalization in video understanding while maintaining high efficiency, outperforming larger models with just 4 billion parameters.