On-Policy Consistency Training Improves LLM Safety with Minimal Capability Degradation. - Andy Han; Kristina Fujimoto; Avidan Shah; Kiet Nguyen; Kai Xu; Yueh-Han Chen; Ilia Sucholutsky; Rico Angell (CoRR, 2026)