# $M^3$: A Multi-LLM System for Multi-Turn Jailbreaking as a Markov Decision Process

**Published:** October 26, 2026
**Author:** Yuqing Huang, Jack Ji, Jithin Pradeep, Sagarika Suresh, Jekaterina Novikova
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/m-3-a-multi-llm-system-for-multi-turn-jailbreaking-as-a-markov-decision

arXiv:2610.31937v1 Announce Type: new Abstract: Modern Large Language Models (LLMs) remain vulnerable to carefully orchestrated multi-turn interactions that progressively bypass safety mechanisms. However, many existing red-teaming approaches rely on heuristics or impose strong…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.31937)

**Tags:** #Papers with Code #arXiv

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