@article{qartaquantumclassicalhybridarchitecturef, title = {QART: A Quantum-Classical Hybrid Architecture for Long-Horizon Reasoning -- Exploring a Conditional Path toward Quantum Scaling}, author = {Lehao Lin and Yuheng Cheng and Guolong Liu and Yao Li and Xuning Tan and Xiyuan Zhou and Ruixi Zou and Shi Wang and Huan Zhao and Wenxuan Liu and Haifeng Wu and Junhua Zhao}, year = {2026}, eprint = {2609.16887}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2609.16887}, }