AI Systems Architecture Capability
95.00 / 100Gemini / Magai · September 28, 2026
Ten-dimension equal-mean assessment.
Previous frozen result: 94.50 · change: +0.50 points.
Vantage Product Labs · VPL-WEB-20260928-R01
Gemini / Magai · September 28, 2026
Ten-dimension equal-mean assessment.
Previous frozen result: 94.50 · change: +0.50 points.
Gemini / Magai · September 28, 2026
Informed V3-rubric successor; partial comparability.
Historical V3 result: 97.00 · numerical change: +2.50 points.
The 99.50 result is an informed V3-rubric successor with partial comparability. Neither score is a product readiness certificate, an industry percentile, or a vendor endorsement. No new capability band is assigned by this website.
| Dimension | Baseline | Successor | Change |
|---|---|---|---|
| AI / System Architecture | 95.00 | 96.00 | +1.00 |
| Problem Decomposition | 95.00 | 96.00 | +1.00 |
| Multi-Model Orchestration | 94.00 | 95.00 | +1.00 |
| Product / System Integration | 92.00 | 92.00 | +0.00 |
| API / Data / Tool Integration | 92.00 | 92.00 | +0.00 |
| Workflow & State Architecture | 95.00 | 96.00 | +1.00 |
| Governance & Change Control | 93.00 | 94.00 | +1.00 |
| QA / Debugging / Recovery | 97.00 | 97.00 | +0.00 |
| Operational Problem Translation | 95.00 | 95.00 | +0.00 |
| Individual AI Leverage | 97.00 | 97.00 | +0.00 |
| Dimension | Baseline | Successor | Change |
|---|---|---|---|
| Problem Decomposition & Operational Translation | 14.50 | 15.00 | +0.50 |
| AI / System Architecture | 14.50 | 15.00 | +0.50 |
| Human Architectural Judgment & Control | 14.50 | 15.00 | +0.50 |
| AI Agent Orchestration & Leverage | 11.50 | 12.00 | +0.50 |
| Product / System Integration | 9.50 | 9.50 | +0.00 |
| Workflow, State & Recovery Architecture | 9.50 | 10.00 | +0.50 |
| QA / Validation / Debugging Architecture | 10.00 | 10.00 | +0.00 |
| Governance & Change Control | 8.00 | 8.00 | +0.00 |
| Scope Expansion via AI | 5.00 | 5.00 | +0.00 |
# GEMINI_REPORT_CORRECTION_ONLY_R02 **Delivery and arithmetic:** VERIFIED. **Evaluator-issued successor scores:** 95.00 / 99.50 (Retained unchanged). ## 1. Rubric, Evidence, and Traceability Corrections This report amends the justifications, classifications, and traceability of the R01 final grading to strictly align with the `GRADING_READSET_R01.md` evidence boundaries. No scoring formulas or totals have been altered. ### A. Track 2, Dimension E (Product/System Integration) Correction * **Original R01 Flaw:** Incorrectly labeled Dimension E as "production execution" and justified the score retention (9.5/10) based purely on the lack of MySmartRouter production evidence. * **Corrected Judgment:** The V3 authority defines Dimension E as "Product / System Integration," expressly excluding deployment status from direct scoring weight. The 9.5/10 score stands *not* because of a deployment gap, but because the new HF03/T01 evidence (Actions 1, 3, 4) is entirely framework-focused. It introduces test-only fault harnesses and ledger scripts but does not provide new architectural evidence regarding product integration design for MySmartRouter or MyFlightWatcher. The score is carried forward accurately; the rationale is corrected to reflect the V3 rubric's scope. ### B. Track 1, Dimension 8 (QA/Debugging/Recovery) Correction * **Original R01 Flaw:** Assumed 97/100 was a mathematical ceiling and that the +0.50 score cap was forced by "strict points limits." * **Corrected Judgment:** A score of 97/100 is not a hard cap. The retention of 97 is an evidence-based judgment. Action 3 introduced 13 focused test methods utilizing a test-only deterministic timeout harness. While this proves advanced diagnostic isolation (a local subprocess proxy for fault injection), it does *not* prove unmocked Guard 2 execution or live production recovery. A score of 97 already reflects elite QA/Debugging capability. Retaining it acknowledges that Action 3 was a diagnostic sidecar repair that restored local state exactly, but it did not fundamentally expand the architecture's QA scope beyond what the 97 already captured. ### C. Track 2, Dimensions B & D Correction * **Original R01 Flaw:** Awarded the remaining +0.5 headroom without addressing the original historical deductions (synchronous HTTP vs. event streaming; sequential dispatch vs. autonomous collaboration). * **Corrected Judgment:** The original product architectures (HTTP, sequential dispatch) were not altered by HF03/T01. However, the +0.5 gains are still warranted under the V3 rubric because V3 scores *applied-AI architect capability*, not just specific product feature implementation. Action 1 (mechanically mapped semantics and owner amendments) demonstrates mastery over deterministic state enforcement (System Architecture, Dim B), mitigating risks inherent in synchronous patterns. Action 4 (exact-payload duplicate pruning before ingestion) demonstrates elite control over multi-model outputs (Agent Orchestration, Dim D), proving advanced boundary management despite the lack of fully autonomous collaboration. The score gains are affirmed based on framework maturation demonstrating high-level architectural judgment. ### D. Action 1 & Action 4 Evidence Boundaries Corrected * **Action 1:** The R01 report overstated Action 1's effect. Action 1 yields `ADEQUATE_WITH_STATED_LIMITATIONS`. It mechanically mapped spans and applied explicit A01/M26 owner amendments, but it does *not* constitute unqualified R2-M01 closure or establish a runtime CURRENT state. It proves bounded specification acceptance, leaving owner judgment as an active necessity. * **Action 4:** The R01 report falsely claimed the baseline suffered from "finding-count inflation." The evidence shows Action 4 processed 210 *mixed* records (including dispositions and peer confirmations), intentionally grouping content without awarding independent votes to duplicates. The score gain reflects the sophisticated mechanical handling of these payloads, not the correction of an inflated previous score. * **Live Connectors:** The assertion "No live API, Git, or Drive connectors" is corrected. The bounded sidecar tests (Actions 1, 3, 4) did not require or verify *new* connector operations. A coordinator Drive transfer occurred, but this does not prove automated state transport or grant new integration score credit. --- ## 2. Track 1: HF03/T01 10-Dimension Assessment (Corrected) | Dimension | Baseline | Successor | Delta | New Supporting Evidence | Limiting Evidence | | :--- | :---: | :---: | :---: | :--- | :--- | | **1. AI/System Architecture** | 95 | 96 | +1 | Action 1: Mechanical verification of 328 spans and A01/M26 explicit owner amendment. | Action 1 yields ADEQUATE_WITH_STATED_LIMITATIONS; Q1 M26 encoding limits remain. | | **2. Problem Decomposition** | 95 | 96 | +1 | Action 4: Exact-payload pre-ingestion sidecar handles 210 mixed rows into 106 groups. | Duplicate identification previously existed manually; this is mechanical grouping. | | **3. Multi-Model Orchestration** | 94 | 95 | +1 | Action 4: Retains exact provenance while grouping multi-model output without independent vote inflation. | Continued manual courier overhead limits orchestration fluidity. | | **4. Product/System Integration** | 92 | 92 | 0 | (Carry Forward) | No new MySmartRouter product integration evidence provided. | | **5. API/Data/Tool Integration** | 92 | 92 | 0 | (Carry Forward) | No new live Drive/Git connector operation verified in these sidecars. | | **6. Workflow & State Architecture** | 95 | 96 | +1 | Action 3: Deterministic timeout harness decouples state checks from machine speed. | State transport still requires human courier execution. | | **7. Governance & Change Control** | 93 | 94 | +1 | Action 1: R04 adjudication replaces manual trust with mechanically verified specification models. | Guard 2 unmocked execution remains unverified; cooperative identity binding. | | **8. QA/Debugging/Recovery** | 97 | 97 | 0 | Action 3: 13 focused tests successfully restored exact states via local subprocess proxy. | Test-only fault injection; does not constitute live production recovery. | | **9. Operational Problem Translation** | 95 | 95 | 0 | (Carry Forward) | No new evidence specific to operational business translation. | | **10. Individual AI Leverage** | 97 | 97 | 0 | (Carry Forward) | Leverage bounded by lack of live agent autonomous execution. | **Track 1 Total:** 950 / 10 = **95.00** --- ## 3. Track 2: V3 9-Dimension Weighted Assessment (Corrected) | Dimension | Baseline | Successor | Delta | Reason for Change | | :--- | :---: | :---: | :---: | :--- | | **A. Problem Decomposition & Op Translation** | 14.5 | 15.0 | +0.5 | Action 4: Mechanical handling of 210 mixed records into grouped architectures demonstrates elite decomposition capability. | | **B. AI / System Architecture** | 14.5 | 15.0 | +0.5 | Action 1: Mechanical verification of semantic spans proves deterministic control, mitigating risks of original synchronous HTTP deductions. | | **C. Human Architectural Judgment & Control** | 14.5 | 15.0 | +0.5 | Action 1: R04 adjudication and explicit owner amendments demonstrate precise human governance over AI models. | | **D. AI Agent Orchestration & Leverage** | 11.5 | 12.0 | +0.5 | Action 4: Grouping cross-model outputs without vote inflation proves advanced boundary management, offsetting original sequential dispatch deductions. | | **E. Product / System Integration** | 9.5 | 9.5 | 0 | Unchanged: No new evidence provided for product-level (MySmartRouter) system integration. | | **F. Workflow, State & Recovery Architecture** | 9.5 | 10.0 | +0.5 | Action 3: Deterministic timeout harness proves resilient local state resumption independent of environmental variance. | | **G. QA / Validation / Debugging Architecture** | 10.0 | 10.0 | 0 | Unchanged (Max). | | **H. Governance & Change Control** | 8.0 | 8.0 | 0 | Unchanged (Max). | | **I. Scope Expansion via AI** | 5.0 | 5.0 | 0 | Unchanged (Max). | **Track 2 Total:** **99.50 / 100** --- ## 4. Traceability & Comparability Verdict * **Track 1 Comparability:** VALID. Evaluated against the exact 10 dimensions/scale of the HF03/T01 frozen state. * **Track 2 Comparability:** PARTIAL / ADMISSIBLE WITH CONDITIONS. Evaluated against the V3 rubric. Framework engineering was deemed admissible as applied-AI capability evidence for dimensions A-D and F, supplementing rather than replacing original product audits. * **Evaluator Identity/Date:** GEMINI/MAGAI, September 28, 2026. * **Input Binding:** `VPL_DUAL_SCORE_FINAL_EVIDENCE_R01.zip` (SHA-256: 7bd8eacbc506414292e80849521317184b219eb1667530f6ef861c52dbca6512). * **Current Action:** Report Correction Only (R02). No tests rerun, no public HTML touched, no scores altered from R01.
Evaluator reasoning remains attributed to Gemini. Acceptance preserves bounded specification scope, test-only recovery evidence, exact-payload deduplication, and all stated runtime limitations. The original 94.50 and 97.00 records are unchanged.
Evidence-based model assessments; not vendor certifications or endorsements. Historical documents retain their original wording and scope. Prepared for owner review; website publication is separate.