AIBullisharXiv – CS AI · 8h ago6/10
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GAVEL: Towards Rule-Based Safety Through Activation Monitoring
Researchers introduce GAVEL, a rule-based activation monitoring framework that enhances large language model safety by modeling neural activations as interpretable cognitive elements rather than broad behavioral classifiers. The approach enables practitioners to configure domain-specific safety rules without retraining models, improving precision and transparency in AI governance.