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YouZhi-LLM achieves unprecedented concurrency and accuracy in financial LLMs by dramatically reducing KV-cache overhead, setting a new standard for deployment efficiency.
Claims of "positive backdoors" for AI safety and security are often brittle and unreliable, demanding a shift towards rigorous, standardized evaluation of "Secret Alignment" techniques.