Extended Thinking Time Enhances Language Model Accuracy in Competition-Level Mathematics

This report synthesises findings from 3 peer-reviewed papers addressing the following research question: How does extended thinking time affect language model accuracy on competition-level mathematics v7. 12 claims were extracted from source literature; 12 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 8.7/10. This report is a machine-generated literature synthesis and does not constitute original research.

Research goal: How does extended thinking time affect language model accuracy on competition-level mathematics v7

Autonomous literature synthesis. Automated review score: 8.7/10. Full text and citation available at Assignee Research.