@article{leveragingaiforproductiveandtrustworthy, title = {Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions}, author = {Keita Teranishi and Harshitha Menon and William F. Godoy and Prasanna Balaprakash and David Bau and Tal Ben-Nun and Abhinav Bathele and Franz Franchetti and Michael Franusich and Todd Gamblin and Giorgis Georgakoudis and Tom Goldstein and Arjun Guha and Steven Hahn and Costin Iancu and Zheming Jin and Terry Jones and Tze Meng Low and Het Mankad and Narasinga Rao Miniskar and Mohammad Alaul Haque Monil and Daniel Nichols and Konstantinos Parasyris and Swaroop Pophale and Pedro Valero-Lara and Jeffrey S. Vetter and Samuel Williams and Aaron Young}, year = {2025}, eprint = {2505.08135}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2505.08135v1}, }