AIBullisharXiv – CS AI · Feb 277/105
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CourtGuard: A Model-Agnostic Framework for Zero-Shot Policy Adaptation in LLM Safety
Researchers introduce CourtGuard, a new framework for AI safety that uses retrieval-augmented multi-agent debate to evaluate LLM outputs without requiring expensive retraining. The system achieves state-of-the-art performance across 7 safety benchmarks and demonstrates zero-shot adaptability to new policy requirements, offering a more flexible approach to AI governance.