@article{distillingtemporalsearchandreasoningevol, title = {Distilling Temporal Search and Reasoning: Evolving LLMs for Future Prediction via Harness-Assisted Efficient Data Synthesis}, author = {Wanxu Cai and Zhengyu Chen and Huaisheng Zhu and Wei Wang and Jingang Wang and Qiang Xu}, year = {2026}, eprint = {2607.25554}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.25554}, }