arxivcs.CLcs.AI2026-07-02
Seduced by the Narrative: Assessing Rule Adherence in Semi-Open Textual Sandboxes
Weiying Chen, Junlong Shen, Zhanyuan Guo, Xiaoou Zhou
As LLMs are increasingly deployed as autonomous adjudicators in semi-open textual game environments, robust rule adherence becomes critical when user intent conflicts with system rules. However, these models are trained to be helpful and compliant, leaving them vulnerable to a cl…