AIBullisharXiv – CS AI · 7h ago7/10
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Efficient LLM Moderation with Multi-Layer Latent Prototypes
Researchers introduce Multi-Layer Prototype Moderator (MLPM), a lightweight tool that uses intermediate layer representations to improve content moderation in large language models while maintaining computational efficiency. The method achieves state-of-the-art performance across moderation benchmarks and can be applied to any LLM with minimal overhead, addressing the critical gap between safety and deployment efficiency.