Final Validation Report: Driver Surge Pricing

Updated: 2026-09-07

1. Human Verdict

The incentive-compatibility, renewal-reward, and pricing results are proved on their stated domains, and Theorem 3’s conclusion has a direct proof.

2. Closeout Status

3. Source and Scope

Scope: the paper’s single-state and dynamic incentive-compatibility definitions, threshold-policy and renewal-reward material, Lemmas 1–10, the unnumbered Proposition in Section 3.1, and Theorems 1–4. Empirical and calibration material outside those named theoretical claims is not part of this formalization.

4. Researcher Summary of Checked Results

Result Comparison with the paper
Driver-surge model and incentive-compatibility definitions Exact.
Lemmas 1–3 Exact.
Theorem 1, the unnumbered Proposition in Section 3.1, and Lemma 4 Exact.
Lemma 5 Exact. Source clarification.
Lemmas 6–8 and 10 Exact.
Lemma 9 Exact.
Theorem 2 Exact.
Theorem 3 Exact.
Theorem 4 Exact.

5. Remaining Boundaries and Gaps

None.

6. Additional Assumptions Beyond Paper

None.

7. Proof-Strategy Deviations

The printed Lemma 9 chooses a feasible price ratio after fixing a non-surge policy. Its conclusion is therefore policy-dependent, whereas the Theorem 3 argument needs one price to work uniformly over deviations. The checked proof instead fixes a structured price before optimizing and handles the target-rate range in two cases. The theorem’s conclusion and source policy domain are unchanged.

8. Proof Tricks Worth Reusing

None.

9. Generalizations, Conjectures, and Extensions

No additional generalization is established here.

10. Source Clarifications and Exact Readings

The Lemma 5 memo records its endpoint reading. The Lemma 9/Theorem 3 memo records the price-policy proof route.

11. Paper Issues or Caveats

None.

12. Detailed Formalization Evidence

PaperInterface.lean exposes the incentive-compatibility definitions, renewal formulas, Lemmas 1–10, the unnumbered Proposition in Section 3.1, and Theorems 1–4 through eighteen transparent targets. ProofInterface.lean supplies their checked endpoints, including the fixed-price-before-policy Theorem 3 route.

13. Paper Assumption Provenance

The current paper-prerequisite ledger records thirteen matching graph-selected prerequisites. No material reusable-library prerequisite is selected for this surface.

14. Displayed Formula Provenance

The source map binds earning rates, switching probability, post-exit time fractions, threshold rewards, structured prices, and derivative/response-shape formulas to their source spans. The clarification memo records the Lemma 5 endpoint reading.

15. Library Lift Pass

The development separates generic renewal-reward and policy-comparison arguments from paper-specific driver states, prices, and response functions. No additional shared-library extraction is claimed by the accepted graph.

16. DAG Audit

The dependency DAG orders the model, renewal lemmas, policy-shape lemmas, and four theorems. Its retained 2026-09-05 visual inspection found the nodes and directed dependencies legible and consistent with the reviewed surface.

17. Validation Checks

The current graph records sixteen matching direct source-to-Spec judgments and thirteen matching paper prerequisites. The paper-coverage ledger separately records thirty items covered, four as support, and two with recorded boundaries. Section 4 gives the current source-facing interpretation. The accepted graph and closure receipt bind the formalized surface.

18. Paper Definitions Checked

Checked definitions include surge states, single-state and dynamic incentive compatibility, threshold policies, measured rewards, earning rates, switching and exit times, structured prices, and the two-state feasible policy domain.

19. Named Theorem Statements Checked

20. Paper-Facing Statement Validator Ledger

Direct judgments are in the source-to-Spec ledger, row-local comparisons in the statement ledger, and premise judgments in the paper-prerequisite ledger. The source-fidelity ledger records the price/policy proof change and added domains.

21. Source-Coverage Audit Ledger

The coverage ledger distinguishes thirty covered items, four support-only items, and two source-convention readings across the theoretical inventory. The source map links those items to the current interface; empirical and calibration material remains outside the selected scope.