Omni-MATH

A new study on arXiv (2607.15388v1) testing 4,181 Omni-MATH problems with gpt-oss-120b actors finds that broadcast-style peer discussion achieves higher final accuracy than a planner-executor-reviewer…

A new analysis using Item Response Theory (IRT) finds that adding more questions to LLM benchmarks like Omni-MATH yields diminishing returns in measurement precision, because questions on similar topi…

Researchers introduced a controlled student-teacher protocol to study when natural-language feedback improves multi-turn language agent performance beyond repeated attempts. Testing thirteen open-weig…