@article{beyonddistributionsharpeningtheimportanc,
  title = {Beyond Distribution Sharpening: The Importance of Task Rewards},
  author = {Sarthak Mittal and Leo Gagnon and Guillaume Lajoie},
  year = {2026},
  eprint = {2604.16259},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.16259},
}