@article{creditwithoutgroundtruthauditingstepleve, title = {Credit Without Ground Truth: Auditing Step-Level Credit Assignment in LLM Agents Against Executed Replay}, author = {Haiyue Zhang}, year = {2026}, eprint = {2608.19760}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.19760}, }