Why Do Reasoning Models Lose Coverage? The Role of Data and Forks in the Road

Analysis of reasoning model coverage shrinkage shows SFT-based post-training degrades pass@k accuracy relative to base models due to decision-point properties in fine-tuning data that narrow solution diversity.