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Capability-Gated Language Models: Security Composes, Utility Does Not

Vanagas, Patrikas et al.
arXiv (All) · Papers
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artificial-intelligencecryptography-and-securitymachine-learning
Deployed language model safeguards (safety fine-tuning, filtering, unlearning) vary by principal only outside the model weights: filters are reconfigured, tiers are multiplied, and artefacts are reissued; inside one set of weights every request meets the same model configuration. This motivates us t
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