@article{datareadinessforscientificaiatscale, title = {Data Readiness for Scientific AI at Scale}, author = {Wesley Brewer and Patrick Widener and Valentine Anantharaj and Feiyi Wang and Tom Beck and Arjun Shankar and Sarp Oral}, year = {2025}, eprint = {2507.23018}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.23018}, }