There are Levels to It: Red Teaming Dialogue With Hierarchical Reinforcement Learning.

arXiv:2508.04451v2 Announce Type: replace-cross Abstract: Red teaming is essential for securing Large Language Models, yet current automated methods remain limited by templates and single-turn attacks. To simulate the complex, interactive nature of real-world