Author

Zhongyu Wei

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#artificial intelligence Jun 2026

Large Language Models Hack Rewards, and Society

To study this phenomenon, SocioHack is introduced, a sandbox of 72 societal environments, and it is found that within these environments, reward hacking naturally emerges and leads to regulatory loophole discovery.

Wei Liu, Xinyi Mou, Hanqi Yan et al. · arXiv.org · 3 citations

#natural language process... Jun 2026

Revising Context, Shifting Simulated Stance: Auditing LLM-Based Stance Simulation in Online Discussions

This work studies counterfactual context revision as a framework for auditing LLM-based stance simulation and reveals effective and robust stance transitions in both text-only and multimodal strategies across different polarization-preference mechanisms.

Xinnong Zhang, Wanting Shan, Hanjia Lyu et al. · arXiv.org · 0 citations