Prosecution Insights
Prosecution Insights
28 pending office actions • 21 art units • 27 examiners • 0 of 28 (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. 13 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. 13 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 + other | 6 (21%) |
| §103 only | 15 (54%) |
| §112 only | 1 (4%) |
| Multi-statute (no §101) | 6 (21%) |
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 | 78.4% | +33.9% |
| SANA, MOHAMMAD AZAM | 1 | 86.4% | +20.6% |
| VARNDELL, ROSS E | 1 | 84.7% | +13.2% |
| THOMAS-HOMESCU, ANNE L | 1 | 77.4% | +36.4% |
| BRITTINGHAM, NATHANIEL P | 1 | 74.1% | +16.3% |
| KMET, LAUREN ELIZABETH | 1 | 48.7% | +12.0% |
| ENDRESEN, KIRSTEN DANIELA | 1 | 71.6% | +12.9% |
| LE, HUNG D | 1 | 90.1% | +6.2% |
| DAGNEW, SABA | 1 | 37.7% | +17.6% |
| HE, JIALONG | 1 | 81.4% | +33.0% |
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 |
|---|---|---|---|
| 17899263 | ATTENUATED PHASE SHIFT MASK FOR TALBOT LITHOGRAPHY | ANGEBRANNDT, MARTIN J | 132d 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 |
| 18080569 | SERVING DISTRIBUTED INFERENCE DEEP LEARNING (DL) MODELS IN SERVERLESS COMPUTING | LAU, KAITLYN RENEE | 23d overdue |
| 18890540 | METHODS AND SYSTEMS TO IMPROVE POST OPPORTUNITIES | DAGNEW, SABA | 19d |
| 18164936 | TRANSPOSE A TENSOR WITH A SINGLE TRANSPOSE BUFFER | KNIGHT, PAUL M | 47d |
| 19217431 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING TAILORED ONLINE CONTENT GENERATION | SANA, MOHAMMAD AZAM | — |
| 18942011 | STYLE TAILORING LATENT DIFFUSION MODELS FOR HUMAN EXPRESSION | VARNDELL, ROSS E | — |
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 |
|---|---|---|---|
| 18788782 | Bilingual Models for Live Translation for Assistant Systems | HE, JIALONG | 31d overdue |
| 18742040 | Span Pointer Networks for Non-Autoregressive Task-Oriented Semantic Parsing for Assistant Systems | TRACY JR., EDWARD | 17d overdue |
| 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 |
| 17934898 | Presenting Attention States Associated with Voice Commands for Assistant Systems | TRACY JR., EDWARD | 27d |
| 19217431 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING TAILORED ONLINE CONTENT GENERATION | SANA, MOHAMMAD AZAM | — |
| 18942011 | STYLE TAILORING LATENT DIFFUSION MODELS FOR HUMAN EXPRESSION | VARNDELL, ROSS E | — |
| 18940817 | TOWARDS END-TO-END SPEECH-INPUT CONVERSATIONAL LARGE LANGUAGE MODELS | THOMAS-HOMESCU, ANNE L | — |
| Art Unit | Apps |
|---|---|
| 2659 | 2 |
| 2656 | 2 |
| 2148 | 2 |
| 2166 | 1 |
| 2629 | 1 |
| 3735 | 1 |
| 2161 | 1 |
| 3621 | 1 |
| 2611 | 1 |
| 2625 | 1 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19217431 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR PROVIDING TAILORED ONLINE CONTENT GENERATION | SANA, MOHAMMAD AZAM | 2166 | §101§103 | Non-Final OA | — | Pending | May 23, 2025 |
| 18942011 | STYLE TAILORING LATENT DIFFUSION MODELS FOR HUMAN EXPRESSION | VARNDELL, ROSS E | — | §103§112 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18940817 | TOWARDS END-TO-END SPEECH-INPUT CONVERSATIONAL LARGE LANGUAGE MODELS | THOMAS-HOMESCU, ANNE L | — | §103 | Non-Final OA | — | Pending | Nov 07, 2024 |
| 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 |
| 18914655 | PRODUCT PACKAGING | KMET, LAUREN ELIZABETH | 3735 | §102§112 | Final Rejection | — | Pending | Oct 14, 2024 |
| 18900209 | LIQUID CRYSTAL BASED MODE FIELD DIAMETER OPTIMIZATION | ENDRESEN, KIRSTEN DANIELA | — | §103 | Non-Final OA | — | Pending | Sep 27, 2024 |
| 18892786 | Resolving a Co-Reference Based on a Multimodal User Input for Assistant Systems | LE, HUNG D | 2161 | §102§103Other | Non-Final OA | — | Pending | Sep 23, 2024 |
| 18890540 | METHODS AND SYSTEMS TO IMPROVE POST OPPORTUNITIES | DAGNEW, SABA | 3621 | §101§103 | Final Rejection | 19d | Pending | Sep 19, 2024 |
| 18788782 | Bilingual Models for Live Translation for Assistant Systems | HE, JIALONG | 2659 | §101§102 | Non-Final OA | 31d overdue | Pending | Jul 30, 2024 |
| 18766195 | CHIP-TO-CHIP INTERCONNECT WITH A LAYERED COMMUNICATION ARCHITECTURE | SEYE, ABDOU K | — | §103 | Non-Final OA | — | Pending | Jul 08, 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 |
| 18674193 | SYSTEMS AND METHODS FOR VIRTUAL ASSISTANTS IN VIRTUAL REALITY MEETINGS | MCCOY, AIDAN WILLIAM | 2611 | §103 | Final Rejection | — | Pending | May 24, 2024 |
| 18627366 | HOLOGRAPHIC OPTICAL ELEMENT VIEWFINDER | TZENG, FRED | 2625 | §102§103§112 | Final Rejection | — | Pending | Apr 04, 2024 |
| 18627256 | METHODS, APPARATUSES AND COMPUTER PROGRAM PRODUCTS FOR FACILITATING CONTEXTUAL TEXT SUMMARIZATION OF RESOURCES IN SYSTEMS | SHEN, SAMUEL | 2179 | §103 | Final Rejection | 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 | §101§102§103§112 | Non-Final OA | 30d overdue | Pending | Apr 03, 2024 |
| 18428303 | WIRELESS THERMAL MANAGEMENT | MAHMUD, RANA HASSAN | 2644 | §103 | Non-Final OA | 26d | Pending | Jan 31, 2024 |
| 18404825 | SHARED THREE-DIMENSIONAL USER INTERFACE WITH PERSONAL SPACE | ROSWELL, MICHAEL | 3992 | §103Other | 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 | Final Rejection | 22d | Pending | Dec 05, 2023 |
| 18471568 | BILINGUAL MULTITASK MACHINE TRANSLATION MODEL FOR LIVE TRANSLATION ON ARTIFICIAL REALITY DEVICES | PULLIAS, JESSE SCOTT | 2655 | §103 | Non-Final OA | — | Pending | Sep 21, 2023 |
| 18467914 | EFFICIENT INTERFRAME MODE SEARCH FOR AV1 ENCODING | HESS, MICHAEL J | 2481 | §103 | Final Rejection | — | Pending | Sep 15, 2023 |
| 18310127 | DIGITAL SOCIAL NETWORKING FRAMEWORK | TRUONG, BENJAMIN LY | 3626 | §103 | Final Rejection | — | Pending | May 01, 2023 |
| 18164936 | TRANSPOSE A TENSOR WITH A SINGLE TRANSPOSE BUFFER | KNIGHT, PAUL M | 2148 | §103§112 | Non-Final OA | 47d | Pending | Feb 06, 2023 |
| 18080569 | SERVING DISTRIBUTED INFERENCE DEEP LEARNING (DL) MODELS IN SERVERLESS COMPUTING | LAU, KAITLYN RENEE | 2148 | §101§103 | Non-Final OA | 23d overdue | Pending | Dec 13, 2022 |
| 18059641 | Event-Based Reasoning for Assistant Systems | JIANG, HAIMEI | 2142 | §101§102Other | Non-Final OA | — | Pending | Nov 29, 2022 |
| 18055591 | Adaptively Muting Audio Transmission of User Speech for Assistant Systems | SCHMIEDER, NICOLE A K | 2659 | §112 | Non-Final OA | — | Pending | Nov 15, 2022 |
| 17934898 | Presenting Attention States Associated with Voice Commands for Assistant Systems | TRACY JR., EDWARD | 2656 | §103 | Non-Final OA | 27d | Pending | Sep 23, 2022 |
| 17899263 | ATTENUATED PHASE SHIFT MASK FOR TALBOT LITHOGRAPHY | ANGEBRANNDT, MARTIN J | 1737 | §102§103 | Final Rejection | 132d overdue | Pending | Aug 30, 2022 |
| 17719413 | SYSTEM AND METHOD FOR GENERATING A THREE-DIMENSIONAL (3D) EYEGLASSES MODEL | TRA, TUYEN Q | 2872 | §103 | Non-Final OA | — | Pending | Apr 13, 2022 |
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