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RedEvoAgent evolves red-teaming skills in real-time, outpacing traditional methods and enhancing safety against sophisticated LLM threats.
LAST achieves 95.4% accuracy with only 12.5% of visual tokens, revolutionizing edge-cloud inference efficiency.
CoRA achieves effective task-conditioned retrieval on-device without the need for retriever fine-tuning or backpropagation, revolutionizing how we approach in-context learning.
