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Safety Beyond the Interface: Detecting Harm via Latent States in Large Language Models

Khatri, Alizishaan et al.
arXiv (All) · Papers
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computation-and-languagecryptography-and-security
Autonomous systems increasingly rely on Large Language Models (LLMs) yet the safety infrastructure surrounding these models introduces latency and compute overhead. This limits utility in resource-constrained, time-critical deployments. Existing external guardrail models remain blind to the model's
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