math-modeling-pipeline/phase-7.5

Re-running dependent sub-questions requires loading verified data packages like output_Q1.mat to leverage proven results. This enforces a strict rule against recomputing Q1/Q2, ensuring result integrity while solving dependent questions.

A quality gate in a modeling pipeline enforces strict output contracts and unit testing before generating verified_final artifacts. It ensures dependent sub-questions meet cross-review and optimization standards without recomputing verified data.

Solving dependent sub-questions in MATLAB WSL involves loading verified .mat files to provide proven inputs. The pipeline then re-solves dependent questions like Q3 using these loaded packages while blocking any recomputation of independent questions.

Loading verified data is required when dependent sub-questions rely on earlier verified outputs. This prevents recomputing independent or previously verified questions and preserves result integrity throughout the modeling pipeline workflow.

No, recomputing Q1 and Q2 is strictly forbidden in this phase. The pipeline imposes strict output contracts to prevent recomputation, requiring you to load existing verified data packages instead of regenerating earlier results.

Phase 7.5 involves loading verified inputs, running the solver to re-solve dependent sub-questions, and passing a final quality gate. This includes unit testing, cross-review, and optimization rounds to generate verified_final artifacts.