Safety3h ago
ARES Framework Fixes Dual LLM and Reward Failures
The ARES framework targets systemic weaknesses where both the core model and the reward model fail to penalize unsafe behavior. It uses a "Safety Mentor" to compose adversarial prompts using specific personas and tactics. This end-to-end repair process closes critical alignment gaps that standard red-teaming misses, improving reliability for RLHF practitioners.