AINeutralarXiv – CS AI · 6h ago6/10
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Stop Early, Spend Less: Hidden-State Probes as a Practical Recipe for Streaming Moderation of LLM Outputs
Researchers propose lightweight token-level probes that monitor LLM safety directly within model hidden states during generation, eliminating the computational overhead of separate moderation models. This streaming approach enables real-time intervention before unsafe content completes generation, reducing inference costs by orders of magnitude while maintaining safety standards.