Prosecution Insights
Prosecution Insights
12 pending office actions • 9 art units • 12 examiners • 0 of 12 (0%) have an AI response strategy ready • 8 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 1 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Difficulty is derived from the rejection statutes on the most recent pending office action. §101-driven and multi-statute cases are graded Hard; §112-only and obviousness-type double-patenting cases are graded Easy; everything else is Medium. "Unknown" means we have not yet parsed a statute for that office action.
| Bucket | Cases |
|---|---|
| §101 only | 3 (25%) |
| §101 + other | 4 (33%) |
| §103 only | 3 (25%) |
| Multi-statute (no §101) | 2 (17%) |
How the docket's pending cases split across USPTO tech-center bands.
Manual office-action response work runs about 10 hours per case. The time-saved bands below show what IP Author's prosecution pipeline typically delivers — a conservative 20% on the low end, 35% in the middle, 50% on the high end.
| Examiner | Apps on this docket | Allow rate | Interview lift |
|---|---|---|---|
| HICKS, AUSTIN JAMES | 1 | 75.1% | +25.5% |
| GARNER, CASEY R | 1 | 71.3% | +16.1% |
| SHANMUGASUNDARAM, KANNAN | 1 | 72.3% | +36.2% |
| KHAN, SHAHID K | 1 | 74.4% | +15.0% |
| NANO, SARGON N | 1 | 80.7% | -1.6% |
| HERZOG, MADHURI R | 1 | 78.2% | +12.1% |
| PULLIAM, JOSEPH CONSTANTINE | 1 | 37.3% | +28.9% |
| MORICE DE VARGAS, SARA JESSICA | 1 | 9.7% | +26.1% |
| JIANG, HAIMEI | 1 | 52.1% | +31.1% |
| LU, ZHIYU | 1 | 49.2% | +14.0% |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 17147142 | METHODS AND APPARATUSES FOR OPTIMAL DECISION WITH QUANTUM DEVICE | TRAN, AMY NMN | 53d overdue |
| 18399994 | Control with Scalable, Efficient Inference based on Non-Linear Tensor Networks | HICKS, AUSTIN JAMES | — |
| 18398816 | SYSTEM AND METHOD FOR ERASING INFORMATION FROM ARTIFICIAL INTELLIGENCE SYSTEMS AND RELATED METHODS | SHANMUGASUNDARAM, KANNAN | — |
| 18375714 | Method and System for Modifying Document Without Changing Hash Value | NANO, SARGON N | — |
| 18088042 | Variational Quantum Attack for Cryptographic Protocols | HERZOG, MADHURI R | — |
| 18087779 | FERMIONIC TENSOR MACHINE LEARNING FOR QUANTUM CHEMISTRY | PULLIAM, JOSEPH CONSTANTINE | — |
| 17936974 | MONITORIZATION AND FORECAST OF PAIN AND ILLNESS IN PATIENTS WITH QUANTUM COMPUTING | MORICE DE VARGAS, SARA JESSICA | — |
| 17878308 | Quantum Method and System for Classifying Images | LU, ZHIYU | — |
Cases in front of an examiner whose interview lift is 10 percentage points or more — i.e. interviewed cases historically resolve more favorably than non-interviewed ones. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18399994 | Control with Scalable, Efficient Inference based on Non-Linear Tensor Networks | HICKS, AUSTIN JAMES | — |
| 18398879 | SYSTEM AND METHODS FOR IMPLEMENTING SYMMETRIC TENSOR NETWORKS FOR QUANTUM MACHINE LEARNING AND RELATED METHODS | GARNER, CASEY R | — |
| 18398816 | SYSTEM AND METHOD FOR ERASING INFORMATION FROM ARTIFICIAL INTELLIGENCE SYSTEMS AND RELATED METHODS | SHANMUGASUNDARAM, KANNAN | — |
| 18497536 | Method for Adjusting a Boosted Classifier, Boosted Classifier and Device or System for Performing the Method | KHAN, SHAHID K | — |
| 18088042 | Variational Quantum Attack for Cryptographic Protocols | HERZOG, MADHURI R | — |
| 18087779 | FERMIONIC TENSOR MACHINE LEARNING FOR QUANTUM CHEMISTRY | PULLIAM, JOSEPH CONSTANTINE | — |
| 17936974 | MONITORIZATION AND FORECAST OF PAIN AND ILLNESS IN PATIENTS WITH QUANTUM COMPUTING | MORICE DE VARGAS, SARA JESSICA | — |
| 17941802 | Quantum-based extreme learning machine | JIANG, HAIMEI | — |
| Art Unit | Apps |
|---|---|
| 4100 | 1 |
| 2443 | 1 |
| 2438 | 1 |
| 2143 | 1 |
| 3681 | 1 |
| 2142 | 1 |
| 2665 | 1 |
| 2122 | 1 |
| 2126 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18399994 | Control with Scalable, Efficient Inference based on Non-Linear Tensor Networks | HICKS, AUSTIN JAMES | — | §101§103§112 | Non-Final OA | — | Pending | Dec 29, 2023 |
| 18398879 | SYSTEM AND METHODS FOR IMPLEMENTING SYMMETRIC TENSOR NETWORKS FOR QUANTUM MACHINE LEARNING AND RELATED METHODS | GARNER, CASEY R | — | §103 | Non-Final OA | — | Pending | Dec 28, 2023 |
| 18398816 | SYSTEM AND METHOD FOR ERASING INFORMATION FROM ARTIFICIAL INTELLIGENCE SYSTEMS AND RELATED METHODS | SHANMUGASUNDARAM, KANNAN | — | §101§103§112 | Non-Final OA | — | Pending | Dec 28, 2023 |
| 18497536 | Method for Adjusting a Boosted Classifier, Boosted Classifier and Device or System for Performing the Method | KHAN, SHAHID K | 4100 | §103 | Non-Final OA | — | Pending | Oct 30, 2023 |
| 18375714 | Method and System for Modifying Document Without Changing Hash Value | NANO, SARGON N | 2443 | §101 | Non-Final OA | — | Pending | Oct 02, 2023 |
| 18088042 | Variational Quantum Attack for Cryptographic Protocols | HERZOG, MADHURI R | 2438 | §102§103 | Non-Final OA | — | Pending | Dec 23, 2022 |
| 18087779 | FERMIONIC TENSOR MACHINE LEARNING FOR QUANTUM CHEMISTRY | PULLIAM, JOSEPH CONSTANTINE | 2143 | §101§103 | Non-Final OA | — | Pending | Dec 22, 2022 |
| 17936974 | MONITORIZATION AND FORECAST OF PAIN AND ILLNESS IN PATIENTS WITH QUANTUM COMPUTING | MORICE DE VARGAS, SARA JESSICA | 3681 | §101 | Final Rejection | — | Pending | Sep 30, 2022 |
| 17941802 | Quantum-based extreme learning machine | JIANG, HAIMEI | 2142 | §103Other | Non-Final OA | — | Pending | Sep 09, 2022 |
| 17878308 | Quantum Method and System for Classifying Images | LU, ZHIYU | 2665 | §103§112 | Non-Final OA | — | Pending | Aug 01, 2022 |
| 17729585 | METHOD FOR ENHANCED SAMPLING FROM A PROBABILITY DISTRIBUTION | SMITH, KEVIN LEE | 2122 | §101§102§103 | Final Rejection | — | Pending | Apr 26, 2022 |
| 17147142 | METHODS AND APPARATUSES FOR OPTIMAL DECISION WITH QUANTUM DEVICE | TRAN, AMY NMN | 2126 | §101 | Non-Final OA | 53d overdue | Pending | Jan 12, 2021 |
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