Prosecution Insights
Prosecution Insights
22 pending office actions • 15 art units • 21 examiners • 0 of 22 (0%) have an AI response strategy ready • 44 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 22 of the docket's apps have a known mailing date; the rest are excluded from the tile counts.
Every pending office action with a known statutory deadline, placed on a days-until-due axis. Dots left of Today are overdue; the further right, the more runway. Cases that share a deadline window stack vertically. 22 of the docket's apps have a known mailing date.
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 | 1 (5%) |
| §103 only | 20 (91%) |
| §112 only | 1 (5%) |
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 |
|---|---|---|---|
| AZIZ, SHEZA ABDUL | 2 | — | — |
| PEREZ-ARROYO, RAQUEL | 1 | 58.1% | +31.7% |
| ROBERTS, SHAUN A | 1 | 75.9% | +10.5% |
| SERRAGUARD, SEAN ERIN | 1 | 69.7% | +33.0% |
| TRAN, LOI H | 1 | 64.7% | +23.3% |
| XIAO, DI | 1 | 77.5% | +21.5% |
| GAY, SONIA L | 1 | 82.2% | +11.4% |
| NEWAY, SAMUEL G | 1 | 75.3% | +7.7% |
| TAHA, AHMED | 1 | 66.7% | +60.0% |
| CAUDLE, PENNY LOUISE | 1 | 68.5% | +14.9% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18391339 | GENERATING TRAINING EXAMPLES FOR TRANSLATION OF NATURAL LANGUAGE QUERIES TO EXECUTABLE DATABASE QUERIES | GAY, SONIA L | 3d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 1 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18541035 | METHOD AND SYSTEM FOR DETERMINING A MEASURE OF CONCEPTUAL CONSISTENCY IN LARGE LANGUAGE MODELS | NEWAY, SAMUEL G | 8d |
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 |
|---|---|---|---|
| 18509024 | A DATA DRIVEN SURROGATE MODEL FOR PREDICTING FLOW FIELD PROPERTIES AROUND 3D OBJECTS | TAHA, AHMED | 17d overdue |
| 18233658 | MULTILINGUAL CONTENT MODERATION USING MULTIPLE CRITERIA | CAUDLE, PENNY LOUISE | 10d overdue |
| 18600424 | CROSS-VIEW VISUAL GEO-LOCALIZATION FOR ACCURATE GLOBAL ORIENTATION AND LOCATION | XIAO, DI | 4d overdue |
| 18980001 | METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL | PEREZ-ARROYO, RAQUEL | 3d overdue |
| 18391339 | GENERATING TRAINING EXAMPLES FOR TRANSLATION OF NATURAL LANGUAGE QUERIES TO EXECUTABLE DATABASE QUERIES | GAY, SONIA L | 3d overdue |
| 18813647 | AUDIO ANALYSIS SYSTEM WITH QUERY PROCESSING | ROBERTS, SHAUN A | 14d |
| 18730061 | DETECTING SYNTHETIC SPEECH USING A MODEL ADAPTED WITH INDIVIDUAL SPEAKER AUDIO DATA | SERRAGUARD, SEAN ERIN | 28d |
| 18737444 | SYSTEM AND METHOD TO REVIEW ONLINE VIOLENCE AND EDUCATION | TRAN, LOI H | 69d |
| Art Unit | Apps |
|---|---|
| 2657 | 6 |
| 2122 | 2 |
| 2100 | 2 |
| 2169 | 1 |
| 2655 | 1 |
| 2484 | 1 |
| 2178 | 1 |
| 2613 | 1 |
| 2663 | 1 |
| 3698 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18980001 | METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL | PEREZ-ARROYO, RAQUEL | 2169 | §103 | Non-Final OA | 3d overdue | Pending | Dec 13, 2024 |
| 18813647 | AUDIO ANALYSIS SYSTEM WITH QUERY PROCESSING | ROBERTS, SHAUN A | 2655 | §103 | Non-Final OA | 14d | Pending | Aug 23, 2024 |
| 18730061 | DETECTING SYNTHETIC SPEECH USING A MODEL ADAPTED WITH INDIVIDUAL SPEAKER AUDIO DATA | SERRAGUARD, SEAN ERIN | 2657 | §103 | Non-Final OA | 28d | Pending | Jul 18, 2024 |
| 18769197 | DETECTING SYNTHETIC SPEECH | AZIZ, SHEZA ABDUL | 2657 | §103 | Non-Final OA | 33d | Pending | Jul 10, 2024 |
| 18766378 | METHOD, APPARATUS AND SYSTEM FOR CONSISTENCY ENHANCED LARGE LANGUAGE MODELS | AZIZ, SHEZA ABDUL | 2657 | §103 | Non-Final OA | 23d | Pending | Jul 08, 2024 |
| 18737444 | SYSTEM AND METHOD TO REVIEW ONLINE VIOLENCE AND EDUCATION | TRAN, LOI H | 2484 | §103 | Final Rejection | 69d | Pending | Jun 07, 2024 |
| 18600424 | CROSS-VIEW VISUAL GEO-LOCALIZATION FOR ACCURATE GLOBAL ORIENTATION AND LOCATION | XIAO, DI | 2178 | §103 | Non-Final OA | 4d overdue | Pending | Mar 08, 2024 |
| 18391339 | GENERATING TRAINING EXAMPLES FOR TRANSLATION OF NATURAL LANGUAGE QUERIES TO EXECUTABLE DATABASE QUERIES | GAY, SONIA L | 2657 | §103 | Final Rejection | 3d overdue | Pending | Dec 20, 2023 |
| 18541035 | METHOD AND SYSTEM FOR DETERMINING A MEASURE OF CONCEPTUAL CONSISTENCY IN LARGE LANGUAGE MODELS | NEWAY, SAMUEL G | 2657 | §101 | Final Rejection | 8d | Pending | Dec 15, 2023 |
| 18509024 | A DATA DRIVEN SURROGATE MODEL FOR PREDICTING FLOW FIELD PROPERTIES AROUND 3D OBJECTS | TAHA, AHMED | 2613 | §103 | Final Rejection | 17d overdue | Pending | Nov 14, 2023 |
| 18233658 | MULTILINGUAL CONTENT MODERATION USING MULTIPLE CRITERIA | CAUDLE, PENNY LOUISE | 2657 | §103 | Final Rejection | 10d overdue | Pending | Aug 14, 2023 |
| 18206001 | DECRYPTION-LESS PRIVACY PROTECTION USING A TRANSFORM IN THE IMAGER | MUKUNDHAN, ROHAN TEJAS | 2663 | §103 | Non-Final OA | 15d | Pending | Jun 05, 2023 |
| 18049549 | RANKING CRYPTOCURRENCIES AND/OR CRYPTOCURRENCY ADDRESSES | DANG, CHRISTINE | 3698 | §103 | Non-Final OA | 6d | Pending | Oct 25, 2022 |
| 17869589 | SYSTEM AND METHOD FOR COMPREHENSION BASED QUESTION ANSWERING USING TAXONOMY | LEWIS, MATTHEW LEE | 2144 | §103 | Final Rejection | 45d overdue | Pending | Jul 20, 2022 |
| 17866243 | TROJAN DETECTION VIA DISTORTIONS, NITROGEN-VACANCY DIAMOND (NVD) SENSORS, AND ELECTROMAGNETIC (EM) PROBES | KIM, EUI H | 2453 | §103 | Non-Final OA | 16d overdue | Pending | Jul 15, 2022 |
| 17852954 | ONE-DIMENSIONAL-CONVOLUTION-BASED SIGNAL CLASSIFIER | SIPPEL, MOLLY CLARKE | 2122 | §103 | Final Rejection | 6d | Pending | Jun 29, 2022 |
| 17776152 | NEURAL NETWORK EXPLANATION USING LOGIC | ZECHER, CORDELIA P K | 2100 | §103 | Non-Final OA | 80d overdue | Pending | May 11, 2022 |
| 17582901 | METHOD AND COMPOSITION OF SCALABLE, INFILTRATION FREE CERAMIC MATRIX COMPOSITE | MILLER, CAMERON KENNETH | 1731 | §103 | Final Rejection | 26d | Pending | Jan 24, 2022 |
| 17553239 | EDGE DEVICE HAVING A HETEROGENOUS NEUROMORPHIC COMPUTING ARCHITECTURE | RAHMAN, IBRAHIM | 2122 | §103 | Non-Final OA | 34d | Pending | Dec 16, 2021 |
| 17304448 | EXPLAINING RESULTS PROVIDED BY AUTOMATED DECISIONS SYSTEMS | PHUNG, STEVEN HUYNH | 2125 | §103 | Final Rejection | 79d | Pending | Jun 21, 2021 |
| 17165293 | Affinity Reagent and Catalyst Discovery Through Fiber-Optic Array Scanning Technology | BUNKER, AMY M | 1684 | §112 | Final Rejection | 70d | Pending | Feb 02, 2021 |
| 16383429 | EMBEDDING MULTIMODAL CONTENT IN A COMMON NON-EUCLIDEAN GEOMETRIC SPACE | LO, ANN J | 2100 | §103 | Final Rejection | 34d | Pending | Apr 12, 2019 |
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