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20242026
most citedThere are Levels to It: Red Teaming Dialogue With Hierarchical Reinforcement Learning

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cs.AI2026

Robust Critics: Defending LLMs Against Multi-Turn Attacks

Roman Belaire, Arunesh Sinha, Pradeep Varakantham

When a user asks a language model something harmful, is it a genuine attack or a misunderstood but well-meaning question? This ambiguity is one of the central challenges of LLM saf…