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Forget policy gradients: Value Gradient Flow (VGF) offers a simpler, more scalable way to align LLMs by directly optimizing value functions via optimal transport.
LLMs can uncover previously hidden vulnerabilities in database management systems by intelligently fuzzing obscure, system-level features that traditional fuzzers miss.
