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README.md

@@ -12,6 +12,7 @@ tags:
 - chain-of-thought
 - amd-rocm
 - humanitys-last-exam
+arxiv: 2506.21734
 metrics:
 - accuracy
 ---
@@ -172,9 +173,9 @@ If you use **Nova** or the **Hierarchical Reasoning Model (HRM)** architecture i
 
 ```bibtex
 @article{wang2025hrm,
-  title={Hierarchical Reasoning Model: A Dual Multi-Timescale Recurrent Architecture for Complex Reasoning},
-  author={Wang, Guanqing and Zhang, Yifan and DeepMind Team},
-  journal={arXiv preprint arXiv:2501.12345},
+  title={Hierarchical Reasoning Model},
+  author={Wang, Guanqing and Zhang, Yifan and Sapient Team},
+  journal={arXiv preprint arXiv:2506.21734},
   year={2025}
 }