@article{calvertaugmentingagentswithcalibratedver, title = {CalVerT: Augmenting Agents with Calibrated Verifier Telemetry Improves Action and Learning in Knowledge-Intensive Tasks}, author = {Ashwin Vinod and Ying Ding and Elias Stengel-Eskin}, year = {2026}, eprint = {2606.21777}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2606.21777}, }