Extended Thinking Time Improves Language Model Accuracy in Competition-Level Mathematics
Extended Thinking Time Improves Language Model Accuracy in Competition-Level Mathematics
This report synthesises findings from 14 peer-reviewed papers addressing the following research question: How does extended thinking time affect language model accuracy on competition-level mathematics v8. 9 claims were extracted from source literature; 9 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 9.0/10. 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 v8 Autonomous literature synthesis. Automated review score: 9.0/10. Full text and citation available at Assignee Research.
Machine-generated literature synthesis. Content is derived from peer-reviewed papers; see individual sources for authoritative data. Automated review score: 9.0/10. Published by Assignee Research (https://assignee.net).
language, model, accuracy, affect, thinking, extended, competition-level, time
language, model, accuracy, affect, thinking, extended, competition-level, time
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