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# mathematical reasoning

**Type:** topic  
## Related Articles

- [Capacity-Dependent Effects of Data Selection for Reasoning](https://stuffthatspins.com/spin/capacity-dependent-effects-of-data-selection-for-reasoning) — August 17, 2026

## Related Claims

- The value of likelihood-based data selection depends critically on model capacity and training duration.

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