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README.md

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 # Human-Centric Machine Learning
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 **Test-Time Compute Games**
 *Strategic behavior in LLM-as-a-service markets.*
-* 📄 [Read the Paper (arXiv:2601.21839)](https://arxiv.org/abs/2601.21839)
+* 📄 [Read the Paper](https://arxiv.org/abs/2601.21839)
 * 💻 [View Code (GitHub)](https://github.com/Human-Centric-Machine-Learning/strategic-ttc)
 * 💾 [**Download Dataset**](https://huggingface.co/datasets/Human-Centric-Machine-Learning/strategic-ttc-data) — *Contains full inference traces: sampled answers, token counts, correctness labels, and Best-of-N scores.*