AWhat changed
Introduced basic Python programming tasks with input-output tests and a Python adaptation of mathematical word problems, studying synthesis across model scales, fine-tuning and human feedback.
Scientific scope
Introduced basic Python programming tasks with input-output tests and a Python adaptation of mathematical word problems, studying synthesis across model scales, fine-tuning and human feedback. The original MBPP set, edited subset and MathQA-Python have different tasks and splits. Finite test success is not formal program correctness; code synthesis and predicting execution outputs were separately evaluated. Historical model results are not current capability claims.
Evidence
The linked original sources describe the stated contribution and its evidence limits. WRS has not independently rerun the experiments or certified a proof. The original MBPP set, edited subset and MathQA-Python have different tasks and splits. Finite test success is not formal program correctness; code synthesis and predicting execution outputs were separately evaluated. Historical model results are not current capability claims.
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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