Update README.md

README.md

@@ -93,6 +93,19 @@ For reproducibility, use the
 [`thinkingbox-bench-v1.0`](https://github.com/microsoft/thinkingbox-data/releases/tag/thinkingbox-bench-v1.0)
 release.
 
+## Citation
+
+In case you find our dataset useful please cite [our paper](https://arxiv.org/abs/2608.19741).
+
+```
+@article{li2026one,
+  title={One Success Isn't Reliability: ThinkingBox, a Sandbox and Benchmark for Agents in Stateful Business Workflows},
+  author={Li, Zhuochun and Ko, Youngmin and Keramati, Ali and Ferri, Nicola and Pelaez, Susana Palmaz Lopez and Tsai, Liang-Chun and Wang, Calvin and Milletari, Mirco and Kundu, Tuhin and Smolyakov, Vadim and others},
+  journal={arXiv preprint arXiv:2608.19741},
+  year={2026}
+}
+```
+
 ## License
 
 The dataset is licensed under the Community Data License Agreement -