bcm

Decoupled Refusal Training

Decoupled Refusal Training (DeRTa) is a novel methodology that enables LLMs to refuse harmful prompts at any position in the response sequence. By integrating MLE with Harmful Response Prefix and Reinforced Transition Optimization (RTO), it overcomes refusal position bias, ensuring consistent safety compliance across diverse attack scenarios. This is critical for enterprise AI governance and risk-adjusted deployment.

Curated by Winners Consulting Services Co., Ltd.

Putting this into practice

Winners Consulting helps organizations turn this concept into workable policies, processes and audit readiness.

Need help with compliance implementation?

Request Free Assessment