@article{universalredundanciesintimeseriesfoundat, title = {Universal Redundancies in Time Series Foundation Models}, author = {Anthony Bao and Venkata Hasith Vattikuti and Jeffrey Lai and William Gilpin}, year = {2026}, eprint = {2602.01605}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2602.01605}, }