AWhat changed
Collected programming problems at introductory, interview and competition levels, standardized call-based and standard-input formats, and evaluated generated Python using problem-specific test cases.
Scientific scope
Collected programming problems at introductory, interview and competition levels, standardized call-based and standard-input formats, and evaluated generated Python using problem-specific test cases. The original 10,000 problems split evenly into training and test sets. Passing some test cases differs from solving a complete problem. Executable tests do not prove general program correctness or software security.
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 10,000 problems split evenly into training and test sets. Passing some test cases differs from solving a complete problem. Executable tests do not prove general program correctness or software security.
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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