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

arXiv:2609.00445 · cs.CR, cs.AI, cs.LG · Submitted 2026-08-31 · Read on arXiv

cs.CR, cs.AI, cs.LG

Submitted: 2026-08-31

Updated: 2026-10-05

Terminology

Adaptation — 18× in this paper · explained in 1 episode
Accuracy — 17× in this paper · explained in 1 episode
Perplexity — 14× in this paper · explained in 3 episodes
Transformer — 7× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Benchmark — 3× in this paper · explained in 2 episodes
Linear probe — 3× in this paper · explained in 2 episodes
Adam — 2× in this paper · explained in 2 episodes
Additivity — 2× in this paper · explained in 1 episode
Alignment — 2× in this paper · explained in 1 episode
Fine-Tuning — 2× in this paper · explained in 5 episodes
Provenance — 2× in this paper · explained in 3 episodes
Pruning — 2× in this paper · explained in 4 episodes
Action Space — 1× in this paper · explained in 1 episode
Activation Patching — 1× in this paper · explained in 2 episodes
Allocator — 1× in this paper · explained in 1 episode
Decode — 1× in this paper · explained in 2 episodes
Distillation — 1× in this paper · explained in 2 episodes
Interpretability — 1× in this paper · explained in 15 episodes
Machine Unlearning — 1× in this paper · explained in 2 episodes
Nuclear Threat Initiative — 1× in this paper
Trace — 1× in this paper · explained in 2 episodes
Verification — 1× in this paper · explained in 2 episodes

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