Author

Jiansheng Cai

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Jul 2026

DT-Guard: Intent-Driven Reasoning-Active Training for Reasoning-Free LLM Safety Guardrail

DT-Guard is presented, a content safety guardrail model based on a Reasoning-Active Training, Reasoning-Free Inference paradigm, which demonstrates that reasoning supervision can be effectively internalized into low-latency safety discrimination.

Heng-Xiang Liu, Changtao Miao, Xinjie Yang et al. · arXiv.org · 0 citations