# Executive summary

The pinned release supplies 456 dataset files and 470 interacting series across seven dataset groups. The audit executes the release's `state_parameter_set` and `ESE_predictor_system` functions, recomputes every registered table number, and tests the method's defining invariants.

- Table 1 has **zero strict Pareto dominators** of ESE in joint RMSE/MAE/runtime space.
- COVID-320 SCINet cost falls by **70.088435x** under the registered comparison.
- Repeated SCINet versus SCINet+ESE costs differ by **12.279570x**.
- The system-count operation exponent is **0.999294**, with affine R² **1.0** in time steps and attributes.
- Across 470 series, share and change conservation errors remain below **6.4e-16**.

Every claim has an explicit destructive or boundary control, paired warning-strict replay, and exact source provenance.