Regime-Conditional Verification: Correctness Estimation for Adapting and Monitoring Safety Classifiers

Thiago Sandoval, Ufuk Topcu

Safety classifiers deployed with large language models often fail for two reasons: their decisions reflect the policy learned during training rather than the deployer's desired pol…