# AM-Bench: A Unified Taxonomy and Evaluation Suite for Agentic Misalignment

**Published:** October 20, 2026
**Author:** Eric Zhang, Terry Jingchen Zhang, Chijioke Ugwuanyi, Jerick Shi, Bernhard Sch\"olkopf, Zhijing Jin
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/en/articles/am-bench-a-unified-taxonomy-and-evaluation-suite-for-agentic-misalignmen

arXiv:2610.24264v1 Announce Type: new Abstract: As LLM-based agents are deployed with increasing autonomy in real-world environments, a critical failure mode emerges: agentic misalignment, where agents choose harmful actions over failure. However, existing safety benchmarks…

> From the original source: **arXiv — cs.AI**
> [Read full article at arXiv — cs.AI](https://arxiv.org/abs/2610.24264)

**Tags:** #Google DeepMind #Anthropic #arXiv #Claude 3.5

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