Deterministic Validation Reports
Audit & Verification
Absolute
Precision.
Verification of mathematical determinism across massive datasets. Our engine must maintain 99.9% accuracy before any build is authorized for production.
| Dataset | Scale | Accuracy | Status |
|---|---|---|---|
Medical Vitals Synthetic clinical vitals | 10M rows | 100.00% | PASS |
Stock Portfolio Financial market depth | 25M rows | 100.00% | PASS |
Genomics Matrix 12-gene expression | 50M rows | 100.00% | PASS |
Logistics Grid Supply chain routing | 100M rows | 99.99% | PASS |
Ising Spin Glass Physical correlation | 500M rows | 100.00% | PASS |
Verification Methodology
Each test independently computes expected values and cross-references against the live API response. No value is assumed — all are verified.
Statistical Verification
Independent NumPy/SciPy verification with tolerance ε = 10⁻⁶
Correlation Parity
Bit-for-bit identity across progressively scaled synthetic datasets
Topological Density
Verification of Ising energy convergence thresholds at scale
Reproducibility Protocol: cd backend && python e2e_accuracy_tests.py
Initialize Workspace