AUDITPLAN: Commit, Then Answer for Auditable Safety Alignment

Sai Sri Pushpa Jampani, Kshitij Mishra, Asif Ekbal

Safety tuning pipelines judge only the final answer, which makes it difficult to distinguish robust refusal from two undesirable shortcuts: blanket refusal on benign requests and p…