# Learning to Use Tools: Reinforcement Learning for Tool-Integrated Mathematical Reasoning

Source: https://arxiv.org/abs/2608.28447
Published: 2026-08-28
Status: unreviewed source report

## Source excerpt (up to 25 words)

> Current large language models (LLMs) increasingly benefit from external tool integration, especially for tasks requiring reliable computation and verification. Motivated by this, we study calculator

## Review question

Check the benchmark version, sampling budget, data contamination controls, human interventions and proof-review method. A final answer or benchmark score is not evidence that every reasoning step is valid.

No independent proof check or claim of peer review.