@article{taskcoevolveefficientharnessoptimization, title = {Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection}, author = {Atsuyuki Miyai and Kiyoharu Aizawa and Toshihiko Yamasaki}, year = {2026}, eprint = {2608.20169}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.20169}, }