Prosecution Insights
Prosecution Insights
22 pending office actions • 17 art units • 21 examiners • 0 of 22 (0%) have an AI response strategy ready • 86 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 | 2 (9%) |
| §103 only | 17 (77%) |
| §102 only | 2 (9%) |
| No statute on record | 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 |
|---|---|---|---|
| TRACY JR., EDWARD | 2 | 77.8% | +34.7% |
| BRITTINGHAM, NATHANIEL P | 1 | 73.9% | +16.8% |
| DAGNEW, SABA | 1 | 37.6% | +17.7% |
| MA, MICHELLE HAU | 1 | 74.1% | +41.2% |
| HE, JIALONG | 1 | 81.5% | +33.1% |
| CHOWDHURY, SUMAIYA A | 1 | 69.6% | +28.4% |
| SHEN, SAMUEL | 1 | 40.8% | +24.5% |
| REPSHER III, JOHN T | 1 | 58.2% | +47.5% |
| ANSARI, AZAM A | 1 | 47.6% | +49.6% |
| MAHMUD, RANA HASSAN | 1 | — | — |
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 |
|---|---|---|---|
| 18788782 | Bilingual Models for Live Translation for Assistant Systems | HE, JIALONG | 31d overdue |
Multi-statute / §101-driven matters, or cases in front of an examiner with an allow rate under 30%. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18622744 | SYSTEMS AND METHODS FOR DIGITALLY VERIFIED GRAPHICAL ELEMENTS | ANSARI, AZAM A | 74d overdue |
| 18080569 | SERVING DISTRIBUTED INFERENCE DEEP LEARNING (DL) MODELS IN SERVERLESS COMPUTING | HAEFNER, KAITLYN RENEE | 23d overdue |
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 |
|---|---|---|---|
| 18628155 | BUNDLED MEDIA FILES | CHOWDHURY, SUMAIYA A | 89d overdue |
| 18622744 | SYSTEMS AND METHODS FOR DIGITALLY VERIFIED GRAPHICAL ELEMENTS | ANSARI, AZAM A | 74d overdue |
| 18788782 | Bilingual Models for Live Translation for Assistant Systems | HE, JIALONG | 31d overdue |
| 18626189 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR AUTOMATICALLY PROVIDING FORMAT CONTENT SUGGESTIONS ASSOCIATED WITH CONTENT INPUT TO ENTITIES | REPSHER III, JOHN T | 30d overdue |
| 18742040 | Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing for Assistant Systems | TRACY JR., EDWARD | 17d overdue |
| 18627256 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING CONTEXTUAL TEXT SUMMARIZATION OF RESOURCES IN SYSTEMS | SHEN, SAMUEL | 12d |
| 18890540 | METHODS AND SYSTEMS TO IMPROVE POST OPPORTUNITIES | DAGNEW, SABA | 19d |
| 18923609 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR GAZE-DRIVEN ADAPTIVE CONTENT GENERATION | BRITTINGHAM, NATHANIEL P | 22d |
| Art Unit | Apps |
|---|---|
| 3621 | 2 |
| 2659 | 2 |
| 2656 | 2 |
| 2644 | 2 |
| 2148 | 2 |
| 2629 | 1 |
| 2617 | 1 |
| 2421 | 1 |
| 2179 | 1 |
| 2143 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 18923609 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR GAZE-DRIVEN ADAPTIVE CONTENT GENERATION | BRITTINGHAM, NATHANIEL P | 2629 | §103 | Non-Final OA | 22d | Pending | Oct 22, 2024 |
| 18890540 | METHODS AND SYSTEMS TO IMPROVE POST OPPORTUNITIES | DAGNEW, SABA | 3621 | §103 | Final Rejection | 19d | Pending | Sep 19, 2024 |
| 18882458 | Text to Image Changer | MA, MICHELLE HAU | 2617 | §103 | Non-Final OA | 34d | Pending | Sep 11, 2024 |
| 18788782 | Bilingual Models for Live Translation for Assistant Systems | HE, JIALONG | 2659 | §102 | Non-Final OA | 31d overdue | Pending | Jul 30, 2024 |
| 18742040 | Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing for Assistant Systems | TRACY JR., EDWARD | 2656 | §103 | Non-Final OA | 17d overdue | Pending | Jun 13, 2024 |
| 18628155 | BUNDLED MEDIA FILES | CHOWDHURY, SUMAIYA A | 2421 | §103 | Non-Final OA | 89d overdue | Pending | Apr 05, 2024 |
| 18627256 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING CONTEXTUAL TEXT SUMMARIZATION OF RESOURCES IN SYSTEMS | SHEN, SAMUEL | 2179 | §103 | Non-Final OA | 12d | Pending | Apr 04, 2024 |
| 18626189 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR AUTOMATICALLY PROVIDING FORMAT CONTENT SUGGESTIONS ASSOCIATED WITH CONTENT INPUT TO ENTITIES | REPSHER III, JOHN T | 2143 | §103 | Non-Final OA | 30d overdue | Pending | Apr 03, 2024 |
| 18622744 | SYSTEMS AND METHODS FOR DIGITALLY VERIFIED GRAPHICAL ELEMENTS | ANSARI, AZAM A | 3621 | §101 | Non-Final OA | 74d overdue | Pending | Mar 29, 2024 |
| 18428303 | WIRELESS THERMAL MANAGEMENT | MAHMUD, RANA HASSAN | 2644 | — | Non-Final OA | 26d | Pending | Jan 31, 2024 |
| 18404825 | SHARED THREE-DIMENSIONAL USER INTERFACE WITH PERSONAL SPACE | ROSWELL, MICHAEL | 3992 | §103 | Non-Final OA | 99d overdue | Pending | Jan 04, 2024 |
| 18529827 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING ACTIONS BASED ON TEXT CAPTURED BY HEAD MOUNTED DEVICES | HE, YINGCHUN | 2613 | §103 | Non-Final OA | 22d | Pending | Dec 05, 2023 |
| 18467117 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING VIRTUAL CAMERAS FOR HARDWARE INPUTS | GARCIA, GABRIEL I | 2682 | §102 | Non-Final OA | 49d overdue | Pending | Sep 14, 2023 |
| 18459330 | ARTIFICIAL REALITY DEVICES WITH LIGHT BLOCKING CAPABILITY AND PROJECTION OF VISUAL CONTENT OVER REGIONS OF BLOCKED LIGHT | HUSTOFT, JUSTIN WAYNE | 2872 | §103 | Non-Final OA | 124d overdue | Pending | Aug 31, 2023 |
| 18458708 | Generating Realistic Avatars for Extended Reality | LE, SARAH | 2614 | §103 | Non-Final OA | 42d overdue | Pending | Aug 30, 2023 |
| 18227174 | SYSTEMS AND METHODS FOR REDUCING POWER CONSUMPTION THROUGH WIFI SCAN OPTIMIZATIONS | PEREZ, JULIO R | 2644 | §103 | Non-Final OA | 60d overdue | Pending | Jul 27, 2023 |
| 18164936 | TRANSPOSE A TENSOR WITH A SINGLE TRANSPOSE BUFFER | KNIGHT, PAUL M | 2148 | §103 | Non-Final OA | 47d | Pending | Feb 06, 2023 |
| 18080569 | SERVING DISTRIBUTED INFERENCE DEEP LEARNING (DL) MODELS IN SERVERLESS COMPUTING | HAEFNER, KAITLYN RENEE | 2148 | §101 | Non-Final OA | 23d overdue | Pending | Dec 13, 2022 |
| 18051392 | WLAN on 60GHz Frequency Bands | LOUIS-FILS, NICOLE M | 2641 | §103 | Non-Final OA | 79d overdue | Pending | Oct 31, 2022 |
| 17934898 | Presenting Attention States Associated with Voice Commands for Assistant Systems | TRACY JR., EDWARD | 2656 | §103 | Final Rejection | 27d | Pending | Sep 23, 2022 |
| 17899263 | ATTENUATED PHASE SHIFT MASK FOR TALBOT LITHOGRAPHY | ANGEBRANNDT, MARTIN J | 1737 | §103 | Final Rejection | 132d overdue | Pending | Aug 30, 2022 |
| 17889116 | Textless Speech-to-Speech Translation on Real Data | MASTERS, KRISTEN MICHELLE | 2659 | §103 | Final Rejection | 30d overdue | Pending | Aug 16, 2022 |
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