What changed
Rewrote a subset of static mathematics problems as executable functional templates and compared model performance on original problems against newly instantiated snapshots.
Scientific scope
Rewrote a subset of static mathematics problems as executable functional templates and compared model performance on original problems against newly instantiated snapshots. Measured static/functional differences need not isolate memorization: changed difficulty, distributions, prompts and implementation can contribute. Evaluated MATH subset is not all mathematics or proof of absent reasoning.
Evidence
The linked original sources describe this contribution and its evidence limits. WRS has not independently reconstructed the full scientific claims. Measured static/functional differences need not isolate memorization: changed difficulty, distributions, prompts and implementation can contribute. Evaluated MATH subset is not all mathematics or proof of absent reasoning.
Contributors
- Source-listed authors and technical contributors · SCIENCE: Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.
Provisional WRS assessment, edition 2026-10-16.1. Independent expert calibration is pending. This grade does not certify correctness or assign ownership.
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B