Capability-Gated Language Models: Security Composes, Utility Does Not
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 to define capability-...
Patrikas Vanagas, Augustas Macijauskas, L. Lopata
· 0 citations