Prosecution Insights
Prosecution Insights
49 pending office actions • 2 clients • 47 examiners • 39 art units • 0 of 49 (0%) have an AI response strategy ready • 72 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 49 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. 49 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 |
|---|---|
| §103 only | 44 (90%) |
| §102 only | 2 (4%) |
| §112 only | 2 (4%) |
| Double-patenting only | 1 (2%) |
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 |
|---|---|---|---|
| OPSASNICK, MICHAEL N | 2 | 82.0% | +10.6% |
| PATEL, SHREYANS A | 2 | 88.9% | +7.7% |
| LIN, KATHERINE Y | 1 | 91.2% | +7.0% |
| CHOUDHURY, ZAHID | 1 | 85.5% | +8.7% |
| FINDLEY, CHRISTOPHER G | 1 | 77.4% | +11.7% |
| SINHA, SNIGDHA | 1 | 50.0% | +58.3% |
| BROWN, SHEREE N | 1 | 65.2% | +26.7% |
| DALENCOURT, YVES | 1 | 84.3% | -5.7% |
| KHAN, ATTA | 1 | 83.7% | +25.3% |
| SCHNEIDER, PAULA LYNN | 1 | 83.5% | +10.7% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 8 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18502747 | USING LARGE LANGUAGE MODELS FOR SIMILARITY DETERMINATIONS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS | OPSASNICK, MICHAEL N | 72d overdue |
| 18669811 | TRACK SELECTION IN ENVIRONMENT RECONSTRUCTION SYSTEMS AND APPLICATIONS | SCHNEIDER, PAULA LYNN | 56d overdue |
| 18800514 | UNIVERSAL BOOT INTERFACE | CHOUDHURY, ZAHID | 16d overdue |
| 18778392 | ACCESS CONTROL FOR SHARED RESOURCES | DALENCOURT, YVES | 10d overdue |
| 18449969 | UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS | PATEL, SHREYANS A | 4d overdue |
| 18365966 | USING LANGUAGE MODELS IN AUTONOMOUS AND SEMI-AUTONOMOUS SYSTEMS AND APPLICATIONS | OPSASNICK, MICHAEL N | 4d overdue |
| 19005657 | EFFICIENT DATA TRANSMISSIONS BETWEEN STORAGE NODES IN REPLICATION RELATIONSHIPS | LIN, KATHERINE Y | 3d overdue |
| 18457221 | UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS | PATEL, SHREYANS A | 55d |
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 7 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18502747 | USING LARGE LANGUAGE MODELS FOR SIMILARITY DETERMINATIONS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS | OPSASNICK, MICHAEL N | 72d overdue |
| 18669811 | TRACK SELECTION IN ENVIRONMENT RECONSTRUCTION SYSTEMS AND APPLICATIONS | SCHNEIDER, PAULA LYNN | 56d overdue |
| 18787408 | SUB-IMAGE STREAMING AND PROCESSING | BROWN, SHEREE N | 10d overdue |
| 18365966 | USING LANGUAGE MODELS IN AUTONOMOUS AND SEMI-AUTONOMOUS SYSTEMS AND APPLICATIONS | OPSASNICK, MICHAEL N | 4d overdue |
| 18790911 | REAL-TIME COMMUNICATION CENSORSHIP USING DEEP NEURAL NETWORKS | SINHA, SNIGDHA | 9d |
| 18798466 | FRAME SELECTION FOR STREAMING APPLICATIONS | FINDLEY, CHRISTOPHER G | 28d |
| 18756798 | PLATFORM RESILIENCY AUTHORITY | KHAN, ATTA | 62d |
| Client (Assignee) | Pending OAs |
|---|---|
| NVIDIA | 41 |
| MELLANOX TECHNOLOGIES, LTD. | 8 |
| Art Unit | Apps |
|---|---|
| 2611 | 4 |
| 2658 | 3 |
| 2659 | 3 |
| 2482 | 2 |
| 2656 | 2 |
| 2662 | 2 |
| 2113 | 1 |
| 2175 | 1 |
| 2619 | 1 |
| 2612 | 1 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 19005657 | EFFICIENT DATA TRANSMISSIONS BETWEEN STORAGE NODES IN REPLICATION RELATIONSHIPS | Nvidia Corporation | LIN, KATHERINE Y | 2113 | §112 | Non-Final OA | 3d overdue | Pending | Dec 30, 2024 |
| 18800514 | UNIVERSAL BOOT INTERFACE | Nvidia Corporation | CHOUDHURY, ZAHID | 2175 | §103 | Non-Final OA | 16d overdue | Pending | Aug 12, 2024 |
| 18798466 | FRAME SELECTION FOR STREAMING APPLICATIONS | Nvidia Corporation | FINDLEY, CHRISTOPHER G | 2482 | §103 | Final Rejection | 28d | Pending | Aug 08, 2024 |
| 18790911 | REAL-TIME COMMUNICATION CENSORSHIP USING DEEP NEURAL NETWORKS | Nvidia Corporation | SINHA, SNIGDHA | 2619 | §103 | Non-Final OA | 9d | Pending | Jul 31, 2024 |
| 18787408 | SUB-IMAGE STREAMING AND PROCESSING | Mellanox Technologies, Ltd. | BROWN, SHEREE N | 2612 | §103 | Non-Final OA | 10d overdue | Pending | Jul 29, 2024 |
| 18778392 | ACCESS CONTROL FOR SHARED RESOURCES | Mellanox Technologies, Ltd. | DALENCOURT, YVES | 2457 | §102 | Final Rejection | 10d overdue | Pending | Jul 19, 2024 |
| 18756798 | PLATFORM RESILIENCY AUTHORITY | Nvidia Corporation | KHAN, ATTA | 2449 | §103 | Final Rejection | 62d | Pending | Jun 27, 2024 |
| 18669811 | TRACK SELECTION IN ENVIRONMENT RECONSTRUCTION SYSTEMS AND APPLICATIONS | Nvidia Corporation | SCHNEIDER, PAULA LYNN | 3668 | §103 | Non-Final OA | 56d overdue | Pending | May 21, 2024 |
| 18669877 | DYNAMICALLY ADJUSTING USER INTERFACES FOR ENHANCED INTERACTION IN DIGITAL APPLICATIONS | Nvidia Corporation | RIEGLER, PATRICK F | 2171 | §103 | Non-Final OA | 36d | Pending | May 21, 2024 |
| 18667724 | USER CONTENT SENTIMENT ANALYSIS USING LARGE LANGUAGE MODELS | Nvidia Corporation | RUSS, COREY V | 3629 | §103 | Final Rejection | 14d | Pending | May 17, 2024 |
| 18646048 | DETERMINING LIGHTING AND COMPOSITION PARAMETERS USING MACHINE LEARNING MODELS FOR SYNTHETIC DATA GENERATION | Nvidia Corporation | AHMAD, NAUMAN UDDIN | 2611 | §103 | Final Rejection | 56d | Pending | Apr 25, 2024 |
| 18638254 | NETWORK PACKET PROCESSING FLOW TESTS | Mellanox Technologies, Ltd. | HACKENBERG, RACHEL J | 2454 | §103 | Final Rejection | 63d | Pending | Apr 17, 2024 |
| 18598777 | SALIENCY-GUIDED PACKET LOSS MITIGATION FOR CONTENT STREAMING SYSTEMS AND APPLICATIONS | Nvidia Corporation | BOYD, ALEXANDER L | 2424 | §103 | Final Rejection | 24d overdue | Pending | Mar 07, 2024 |
| 18595880 | LANDMARK MATCHING IN ENVIRONMENT RECONSTRUCTION SYSTEMS AND APPLICATIONS | Nvidia Corporation | XIAO, DI | 2178 | §103 | Non-Final OA | 43d | Pending | Mar 05, 2024 |
| 18587491 | GENRE CLASSIFICATION FOR VIDEO COMPRESSION | Mellanox Technologies, Ltd. | PICON-FELICIANO, ANA J | 2482 | §103 | Final Rejection | 28d overdue | Pending | Feb 26, 2024 |
| 18441261 | MULTI-MATERIAL THREE-DIMENSIONAL THERMAL CONDUCTIVE TRACES | Mellanox Technologies, Ltd. | VARGHESE, ROSHN K | 2896 | §103 | Non-Final OA | 75d | Pending | Feb 14, 2024 |
| 18435131 | ACTIVELY INFLUENCING A STATE OF A USER OF A COMPUTING DEVICE | Nvidia Corporation | VOORHEES, CATHERINE M | 3792 | §103 | Non-Final OA | 23d | Pending | Feb 07, 2024 |
| 18417105 | USING LARGE LANGUAGE MODELS TO UPDATE DATA IN MAPPING SYSTEMS AND APPLICATIONS | Nvidia Corporation | CHAWAN, VIJAY B | 2658 | §103 | Final Rejection | 28d | Pending | Jan 19, 2024 |
| 18412228 | REAL-TIME RENDERING WITH IMPLICIT SHAPES | Nvidia Corporation | DU, HAIXIA | 2611 | §103 | Final Rejection | 31d overdue | Pending | Jan 12, 2024 |
| 18527994 | KERNEL COEFFICIENT QUANTIZATION | Nvidia Corporation | ABAD, FARLEY J | 2181 | §112 | Final Rejection | 36d overdue | Pending | Dec 04, 2023 |
| 18514526 | DEPTH BASED IMAGE SHARPENING | Nvidia Corporation | ALLISON, ANDRAE S | 2673 | DP | Non-Final OA | 84d | Pending | Nov 20, 2023 |
| 18507659 | NON-UNIFORM ALLOCATION OF SYMMETRIC MEMORY IN PARALLEL PROGRAMS | Nvidia Corporation | WU, STEPHANIE | 2133 | §103 | Final Rejection | 50d | Pending | Nov 13, 2023 |
| 18502747 | USING LARGE LANGUAGE MODELS FOR SIMILARITY DETERMINATIONS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS | Nvidia Corporation | OPSASNICK, MICHAEL N | 2658 | §103 | Non-Final OA | 72d overdue | Pending | Nov 06, 2023 |
| 18500852 | AVOIDING ARTIFACTS FROM TEXTURE PATTERNS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS | Nvidia Corporation | BEARD, CHARLES LLOYD | 2611 | §103 | Non-Final OA | 36d overdue | Pending | Nov 02, 2023 |
| 18500426 | GENERATING HIGHER RESOLUTION MAP DATA USING LANGUAGE MODELS | Nvidia Corporation | SHAH, PARAS D | 2653 | §103 | Final Rejection | 9d | Pending | Nov 02, 2023 |
| 18483089 | TRAINING MACHINE LEARNING MODELS USING CAPTURED HUMAN REASONING | Nvidia Corporation | COLUCCI, MICHAEL C | 2655 | §103 | Non-Final OA | 15d overdue | Pending | Oct 09, 2023 |
| 18377642 | GLOBAL BANDWIDTH-AWARE ADAPTIVE ROUTING | Mellanox Technologies, Ltd. | REYNOLDS, DEBORAH J | 2458 | §103 | Non-Final OA | 58d overdue | Pending | Oct 06, 2023 |
| 18474591 | USING LANGUAGE MODELS TO VERIFY MAP DATA IN MAP GENERATION SYSTEMS AND APPLICATIONS | Nvidia Corporation | HUTCHESON, CODY DOUGLAS | 2659 | §103 | Final Rejection | 5d overdue | Pending | Sep 26, 2023 |
| 18472941 | PROCESSING SENSOR DATA USING LANGUAGE MODELS IN MAP GENERATION SYSTEMS AND APPLICATIONS | Nvidia Corporation | YAMAMOTO, JOSEPH JEREMY | 2656 | §103 | Non-Final OA | 27d | Pending | Sep 22, 2023 |
| 18457221 | UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS | Nvidia Corporation | PATEL, SHREYANS A | 2659 | §103 | Final Rejection | 55d | Pending | Aug 28, 2023 |
| 18277963 | EFFICIENT ENCRYPTION IN STORAGE | Nvidia Corporation | GOODCHILD, WILLIAM J | 2433 | §103 | Non-Final OA | 42d overdue | Pending | Aug 18, 2023 |
| 18449969 | UNSUPERVISED ALIGNMENT FOR TEXT TO SPEECH SYNTHESIS USING NEURAL NETWORKS | Nvidia Corporation | PATEL, SHREYANS A | 2659 | §103 | Non-Final OA | 4d overdue | Pending | Aug 15, 2023 |
| 18365966 | USING LANGUAGE MODELS IN AUTONOMOUS AND SEMI-AUTONOMOUS SYSTEMS AND APPLICATIONS | Nvidia Corporation | OPSASNICK, MICHAEL N | 2658 | §103 | Final Rejection | 4d overdue | Pending | Aug 04, 2023 |
| 18269232 | MANUFACTURING USING CLOUD-CONTROLLED DEVICE CONFIGURATION AND TESTS | Nvidia Corporation | DUAN, VIVIAN WEIJIA | 2191 | §103 | Non-Final OA | 22d | Pending | Jun 22, 2023 |
| 18338177 | CONTENT UPSCALING SYSTEMS AND APPLICATIONS USING ADAPTIVE SAMPLING | Nvidia Corporation | PATEL, JAYESH A | 2677 | §103 | Final Rejection | 25d overdue | Pending | Jun 20, 2023 |
| 18312102 | SYNTHETIC DATA GENERATION USING MORPHABLE MODELS WITH IDENTITY AND EXPRESSION EMBEDDINGS | Nvidia Corporation | STATZ, BENJAMIN TOM | 2611 | §103 | Final Rejection | 30d overdue | Pending | May 04, 2023 |
| 18311489 | QUALITY ASSESSMENT AND OPTIMIZATION IN CONTENT MANAGEMENT SYSTEMS AND APPLICATIONS | Mellanox Technologies, Ltd. | ZONG, HELEN | 2683 | §103 | Final Rejection | 3d overdue | Pending | May 03, 2023 |
| 18141595 | SYSTEM AND METHOD FOR MESSAGE OR DATA AGGREGATION IN COMPUTER NETWORKS | Mellanox Technologies, Ltd. | ONAT, UMUT | 2194 | §103 | Non-Final OA | 28d | Pending | May 01, 2023 |
| 18181901 | DYNAMIC TRANSPORT PROTOCOL SWITCHING FOR COLLABORATIVE CONTENT CREATION AND DISTRIBUTED CONTENT EXPERIENCE SYSTEMS AND APPLICATIONS | Nvidia Corporation | LEE, BRYAN Y | 2445 | §103 | Final Rejection | 12d | Pending | Mar 10, 2023 |
| 18115704 | DETECTING MALICIOUS SOFTWARE AND RECOVERING A STORAGE SYSTEM | Nvidia Corporation | POPHAM, JEFFREY D | 2432 | §103 | Final Rejection | 23d overdue | Pending | Feb 28, 2023 |
| 18012797 | MULTI-FUNCTION COVER FOR PRINTED CIRCUIT BOARD ASSEMBLY | Nvidia Corporation | CRUM, JACOB R | 2835 | §103 | Final Rejection | 6d | Pending | Dec 23, 2022 |
| 18068187 | EFFICIENT FREQUENCY-BASED AUDIO RESAMPLING FOR USING NEURAL NETWORKS | Nvidia Corporation | SUBRAMANI, NANDINI | 2656 | §103 | Non-Final OA | 46d overdue | Pending | Dec 19, 2022 |
| 18066135 | REPLICATING PHYSICAL ENVIRONMENTS AND GENERATING 3D ASSETS FOR SYNTHETIC SCENE GENERATION | Nvidia Corporation | BEUTEL, WILLIAM A | 2616 | §103 | Non-Final OA | 5d | Pending | Dec 14, 2022 |
| 17968260 | REAL-TIME OCCLUSION DETECTION BETWEEN FRAMES FOR VIDEO STREAMING SYSTEMS AND APPLICATIONS | Nvidia Corporation | SAINI, AMANDEEP SINGH | 2662 | §103 | Non-Final OA | 72d | Pending | Oct 18, 2022 |
| 17964773 | MOMENTUM CONSERVATION IN PHYSICS ENGINES | Nvidia Corporation | WECHSELBERGER, ALFRED H. | 2187 | §103 | Non-Final OA | 28d | Pending | Oct 12, 2022 |
| 17948883 | COMPONENT ANALYSIS FROM MULTIPLE MODALITIES IN AN INTERACTION ENVIRONMENT | Nvidia Corporation | SANTOS, DANIEL JOSEPH | 2667 | §103 | Non-Final OA | 3d overdue | Pending | Sep 20, 2022 |
| 17888834 | TRAINING MAINTENANCE SCENARIOS THOUGH ENVIRONMENT SIMULATION | Nvidia Corporation | MOLL, NITHYA JANAKIRAMAN | 2189 | §102 | Final Rejection | 14d | Pending | Aug 16, 2022 |
| 17798232 | HYBRID SOLUTION FOR STEREO IMAGING | Nvidia Corporation | YANG, JIANXUN | 2662 | §103 | Final Rejection | 15d | Pending | Aug 08, 2022 |
| 17029725 | TRANSFER LEARNING FOR NEURAL NETWORKS | Nvidia Corporation | TRAN, AMY NMN | 2126 | §103 | Final Rejection | 75d | Pending | Sep 23, 2020 |
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