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README.md

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-Official organization for the Human-Centric Machine Learning group at the Max Planck Institute for Software Systems
+# Human-Centric Machine Learning
+### Max Planck Institute for Software Systems
+
+## 📚 Featured Research
+
+**Test-Time Compute Games**
+*Strategic behavior in LLM-as-a-service markets.*
+* 📄 [Read the Paper (arXiv)](https://arxiv.org/abs/2601.21839)
+* 💻 [View Code (GitHub)](https://github.com/Human-Centric-Machine-Learning/strategic-ttc)
+* 💾 [**Download Dataset**](...) — *Contains full inference traces: sampled answers, token counts, correctness labels, and Best-of-N scores.*