@article{neurostatebenchahumancalibratedbenchmark, title = {NeuroState-Bench: A Human-Calibrated Benchmark for Commitment Integrity in LLM Agent Profiles}, author = {Xiao Jia}, year = {2026}, eprint = {2605.01847}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2605.01847}, }