Florian E. Dorner

ROC-n-reroll: How verifier imperfection affects test-time scaling

Training on the Test Task Confounds Evaluation and Emergence

How Benchmark Prediction from Fewer Data Misses the Mark

Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data