@article{evaluatinginvestmentlogicinlargelanguage, title = {Evaluating Investment Logic in Large Language Models: A Real-World Benchmark Towards Personalzied Financial Agents}, author = {Yuanhong Jiang and Jingjie Zou and Zhenghong Lin and Xusheng Yu and Qiqi Huang and Shuai Jia and Shijie Dai}, year = {2026}, eprint = {2608.06108}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.06108}, }