ai-research-survey

paper_type.json (305B)

---

 {
   "paper_type": "empirical",
   "reason": "The paper runs experiments on AIME 2025, LiveCodeBench Hard, and DarkBench benchmarks, reports quantitative performance metrics for ensemble methods, and validates an empirical Efficiency-Fatigue model—making experimental findings the primary contribution."
 }