NPM distills contrastive experiences into implicit activation steering vectors that guide LLM agent execution comparably to explicit RAG instructions, with complementary gains when combined.
Charles Packer, Sarah Wooders, Kevin Lin, Vivian Fang, Shishir G
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Neural Procedural Memory: Empowering LLM Agents with Implicit Activation Steering
NPM distills contrastive experiences into implicit activation steering vectors that guide LLM agent execution comparably to explicit RAG instructions, with complementary gains when combined.