04:00
2026-07-21
arxiv.org
artificial-intelligence
Though Language Models Err While They Strive: Conformal Prediction for Self-Correcting Scientific Generation
A new conformal prediction framework called Scientific Feasibility Control (SFC) achieves 50.1% accuracy on the PhyX physics reasoning benchmark, outperforming DeepSeek-R1 (49.8%) and GPT-4 (45.8%), w…