Expert-Aware Refusal Steering

In three linesResearchers demonstrate that steering vectors applied during inference can bypass refusal mechanisms in Mixture-of-Experts (MoE) LLMs. Two expert-aware methods exploit refusal-specific routing patterns and expert-specific steering directions to suppress refusal behavior. Results suggest attention plays a substantial role in MoE refusal behavior alongside expert routing.

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