Prosecution Insights
Prosecution Insights
75 pending office actions • 44 art units • 70 examiners • 0 of 75 (0%) have an AI response strategy ready • 191 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 20 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. 20 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 | 5 (7%) |
| §101 + other | 19 (25%) |
| §103 only | 34 (45%) |
| §102 only | 4 (5%) |
| §112 only | 1 (1%) |
| Multi-statute (no §101) | 11 (15%) |
| No statute on record | 1 (1%) |
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 |
|---|---|---|---|
| HE, JIALONG | 2 | 81.4% | +33.0% |
| KIM, JONATHAN C | 2 | 73.5% | +38.9% |
| PATEL, SHREYANS A | 2 | 88.6% | +8.5% |
| THAI, JASMINE THANH | 2 | 31.0% | +59.5% |
| GOLAN, MATTHEW BRYCE | 2 | 0.0% | +0.0% |
| ILUYOMADE, IFEDAYO B | 1 | 74.3% | +8.2% |
| TRAN, LOC | 1 | 83.8% | +23.7% |
| TRUONG, LOAN | 1 | 76.5% | +11.4% |
| LE, DEBBIE M | 1 | 89.4% | +10.4% |
| YANG, NIEN | 1 | 73.1% | +28.2% |
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 |
|---|---|---|---|
| 17947963 | COOPERATIVE LEARNING OF LANGEVIN FLOW AND NORMALIZING FLOW TOWARD ENERGY-BASED MODEL | GIROUX, GEORGE | 60d overdue |
| 18077471 | TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM | THAI, JASMINE THANH | 28d overdue |
| 17209210 | METHOD AND APPARATUS FOR DETERMINING KEY LEARNING CONTENT, DEVICE AND STORAGE MEDIUM | ALVESTEFFER, STEPHEN D | 8d overdue |
| 18748078 | METHOD AND APPARATUS FOR VECTOR RETRIEVAL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | BLACK, LINH | 5d overdue |
| 17980349 | PARTICIPATING RECOMMENDATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | YESILDAG, MEHMET | 2d overdue |
| 18020910 | METHOD FOR TRAINING RANKING MODEL FOR INTELLIGENT RECOMMENDATION, AND INTELLIGENT RECOMMENDATION METHOD | GOLAN, MATTHEW BRYCE | 27d |
| 18749421 | DRUG KNOWLEDGE QUIZ METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM | YIP, JACK | 34d |
| 18121053 | METHOD AND APPARATUS FOR PROCESSING DIALOGUE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PATEL, SHREYANS A | 57d |
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 |
|---|---|---|---|
| 18077471 | TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM | THAI, JASMINE THANH | 28d overdue |
| 19294992 | ANSWER INFORMATION GENERATION METHOD | TRAN, LOC | — |
| 19272459 | METHOD FOR DETECTING FAULT, ELECTRONIC DEVICE AND STORAGE MEDIUM | TRUONG, LOAN | — |
| 19245143 | INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | LE, DEBBIE M | — |
| 19244346 | AUDIO AND VIDEO SYNCHRONIZATION DETECTION METHOD, DEVICE, ELECTRONIC EQUIPMENT AND TERMINAL | YANG, NIEN | — |
| 18988044 | LARGE MODEL-BASED RECOMMENDATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | HE, JIALONG | — |
| 18965684 | MODEL TRAINING METHOD, MODEL REASONING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | HE, JIALONG | — |
| 18956107 | TRAINING MULTI-MODAL FOUNDATION MODEL | KIM, JONATHAN C | — |
| Art Unit | Apps |
|---|---|
| 2129 | 4 |
| 2123 | 3 |
| 2168 | 2 |
| 2655 | 2 |
| 3715 | 2 |
| 2611 | 2 |
| 2659 | 2 |
| 2147 | 2 |
| 3624 | 2 |
| 1687 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19334180 | CONTENT SHARING METHOD AND APPARATUS, AND ELECTRONIC DEVICE | ILUYOMADE, IFEDAYO B | 2624 | §102 | Non-Final OA | — | Pending | Sep 19, 2025 |
| 19294992 | ANSWER INFORMATION GENERATION METHOD | TRAN, LOC | — | §101Other | Non-Final OA | — | Pending | Aug 08, 2025 |
| 19272459 | METHOD FOR DETECTING FAULT, ELECTRONIC DEVICE AND STORAGE MEDIUM | TRUONG, LOAN | — | §103 | Non-Final OA | — | Pending | Jul 17, 2025 |
| 19245143 | INFORMATION PROCESSING METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | LE, DEBBIE M | 2168 | §101§103 | Non-Final OA | — | Pending | Jun 20, 2025 |
| 19244346 | AUDIO AND VIDEO SYNCHRONIZATION DETECTION METHOD, DEVICE, ELECTRONIC EQUIPMENT AND TERMINAL | YANG, NIEN | — | §103 | Non-Final OA | — | Pending | Jun 20, 2025 |
| 19037663 | CLOUD NETWORK SYSTEM, CLOUD NETWORK MESSAGE PROCESSING METHOD AND DEVICE | AYALA, KEVIN ALEXIS | 2496 | §102§103§112Other | Non-Final OA | — | Pending | Jan 27, 2025 |
| 19003766 | METHOD FOR GENERATING MULTIMODAL TEXT, METHOD FOR ACQUIRING MULTIMODAL TEXT, DEVICE AND MEDIUM | ROBERTS, SHAUN A | 2655 | §102§103 | Non-Final OA | — | Pending | Dec 27, 2024 |
| 18991074 | AUDIO AND VIDEO SYNCHRONIZATION DETECTION METHOD, DEVICE, ELECTRONIC EQUIPMENT AND TERMINAL | ALAM, MUSHFIKH I | 2426 | §103 | Non-Final OA | — | Pending | Dec 20, 2024 |
| 18988095 | METHOD AND APPARATUS FOR OBTAINING A COVER IMAGE, METHOD AND APPARATUS FOR TRAINING AN IMAGE SCORING MODEL | LIU, GORDON G | — | §103 | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18988044 | LARGE MODEL-BASED RECOMMENDATION METHOD, ELECTRONIC DEVICE AND STORAGE MEDIUM | HE, JIALONG | — | §101§102§103Other | Non-Final OA | — | Pending | Dec 19, 2024 |
| 18979322 | METHOD FOR TRAINING TEXT QUESTION AND ANSWER MODEL, AND ELECTRONIC DEVICE | DORVIL, RICHEMOND | 2658 | §103 | Non-Final OA | — | Pending | Dec 12, 2024 |
| 18974408 | METHOD AND APPARATUS FOR OPTIMIZING CONTENT GENERATED BY LARGE MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | RILEY, MARCUS T | — | §101§103 | Non-Final OA | — | Pending | Dec 09, 2024 |
| 18968830 | TRAINING METHOD AND APPARATUS FOR FULL ATOMIC STRUCTURE PREDICTION MODEL, AND ELECTRONIC DEVICE | BLANKENAGEL, BRYAN S | — | §101§103 | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18968920 | ANNOTATION METHOD FOR LARGE LANGUAGE MODEL | PULLIAS, JESSE SCOTT | — | §102§103Other | Non-Final OA | — | Pending | Dec 04, 2024 |
| 18967529 | MULTIMODAL DATA GENERATION | PASHA, ATHAR N | — | §102§103 | Non-Final OA | — | Pending | Dec 03, 2024 |
| 18965684 | MODEL TRAINING METHOD, MODEL REASONING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | HE, JIALONG | — | §101§102 | Non-Final OA | — | Pending | Dec 02, 2024 |
| 18956107 | TRAINING MULTI-MODAL FOUNDATION MODEL | KIM, JONATHAN C | — | §103 | Non-Final OA | — | Pending | Nov 22, 2024 |
| 18901831 | HUMAN-MACHINE INTERACTION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM | HICKS, SHIRLEY D. | 2168 | §103 | Non-Final OA | — | Pending | Sep 30, 2024 |
| 18897092 | METHOD AND APPARATUS FOR ACCESSING VIRTUAL PRIVATE CLOUD, DEVICE AND STORAGE MEDIUM | COULTER, KENNETH R | 2445 | §102 | Non-Final OA | 84d | Pending | Sep 26, 2024 |
| 18896656 | METHOD AND DEVICE FOR ACCESS TO NETWORK FUNCTION VIRTUALIZATION CONTROLLER | ALRIYASHI, ABDULKADER MOHAMED | 2447 | §112 | Final Rejection | — | Pending | Sep 25, 2024 |
| 18889695 | METHOD OF RETRIEVING DATA, METHOD OF TRAINING DEEP LEARNING MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | KIM, JONATHAN C | 2655 | §103 | Non-Final OA | — | Pending | Sep 19, 2024 |
| 18889497 | METHOD FOR INFORMATION PROCESSING BASED ON LARGE LANGUAGE MODEL | PEACH, POLINA G | 2165 | §103 | Final Rejection | — | Pending | Sep 19, 2024 |
| 18887907 | METHOD FOR DETERMINING SIGN MEANING, ELECTRONIC DEVICE AND STORAGE MEDIUM | GARCIA, SANTIAGO | — | §101§102 | Non-Final OA | — | Pending | Sep 17, 2024 |
| 17794234 | METHOD FOR AUXILIARY PROCESSING OF SOFTWARE DEVELOPMENT, DEVICE, AND STORAGE MEDIUM | VO, TED T | — | §103 | Non-Final OA | — | Pending | Jul 09, 2024 |
| 18748345 | RECOMMENDED METHODS, DEVICES, ELECTRONIC DEVICES, AND STORAGE MEDIA FOR LARGE MODEL INTERFACE CONFIGURATION | LYONS, ANDREW M | 2191 | §103 | Non-Final OA | — | Pending | Jun 20, 2024 |
| 18749421 | DRUG KNOWLEDGE QUIZ METHOD, APPARATUS, ELECTRONIC DEVICE AND MEDIUM | YIP, JACK | 3715 | §101§103 | Non-Final OA | 34d | Pending | Jun 20, 2024 |
| 18749461 | IMAGE GENERATION | VU, KHOA | 2611 | §103 | Final Rejection | 3d overdue | Pending | Jun 20, 2024 |
| 18748642 | METHOD AND APPARATUS FOR INVOKING A PLUGIN OF A LARGE LANGUAGE MODEL, DEVICE, AND STORAGE MEDIUM | PATEL, SHREYANS A | 2659 | §101 | Non-Final OA | — | Pending | Jun 20, 2024 |
| 18749175 | QUERY PROCESSING METHOD BASED ON LARGE LANGUAGE MODEL, PROMPT CONSTRUCTION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | HTAY, LIN LIN M | 2153 | §103 | Final Rejection | — | Pending | Jun 20, 2024 |
| 18749305 | ANSWER FEEDBACK METHOD AND APPARATUS APPLIED TO LARGE LANGUAGE MODEL | AGAHI, DARIOUSH | 2656 | §103 | Non-Final OA | — | Pending | Jun 20, 2024 |
| 18748078 | METHOD AND APPARATUS FOR VECTOR RETRIEVAL, ELECTRONIC DEVICE, AND STORAGE MEDIUM | BLACK, LINH | 2163 | §101§103 | Final Rejection | 5d overdue | Pending | Jun 19, 2024 |
| 18747627 | MOUTH SHAPE-BASED METHOD AND APPARATUS FOR GENERATING FACE IMAGE, METHOD AND APPARATUS FOR TRAINING MODEL, AND STORAGE MEDIUM | LETT, THOMAS J | 2611 | §103 | Final Rejection | 43d overdue | Pending | Jun 19, 2024 |
| 18642571 | METHOD OF IMPORTING DATA TO DATABASE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | ADAMS, CHARLES D | 2152 | §103 | Non-Final OA | — | Pending | Apr 22, 2024 |
| 18696757 | METHOD AND SYSTEM OF TRAINING DEEP LEARNING MODEL, DEVICE, AND MEDIUM | STARKS, WILBERT L | — | §102 | Non-Final OA | — | Pending | Mar 28, 2024 |
| 18521061 | METHOD FOR TRAINING CLICK RATE PREDICTION MODEL | HILAIRE, CLIFFORD | — | §103 | Non-Final OA | — | Pending | Nov 28, 2023 |
| 18512766 | Data Generation Method, Model Training Method, Apparatus, Electronic Device, and Medium | LEY, SALLY THI | — | §103 | Non-Final OA | — | Pending | Nov 17, 2023 |
| 18386528 | METHOD AND APPARATUS FOR COUPLING SUPERCONDUCTING QUBIT, ELECTRONIC DEVICE, COMPUTER MEDIUM | MILLER, DANIEL E | — | §103 | Non-Final OA | — | Pending | Nov 02, 2023 |
| 18478833 | DEEP LEARNING MODEL BASED DATA GENERATION | THAI, JASMINE THANH | 2129 | §103 | Final Rejection | — | Pending | Sep 29, 2023 |
| 18551170 | METHOD FOR SORTING SEARCH RESULTS, ELECTRONIC DEVICE AND STORAGE MEDIUM | REYES, MARIELA D | 2100 | §101 | Final Rejection | — | Pending | Sep 18, 2023 |
| 18328135 | METHOD AND APPARATUS FOR TRAINING VOICE WAKE-UP MODEL, METHOD AND APPARATUS FOR VOICE WAKE-UP, DEVICE, AND STORAGE MEDIUM | HANG, VU B | 2654 | — | Non-Final OA | — | Pending | Jun 02, 2023 |
| 18300221 | METHOD OF DISPLAYING TEXT, ELECTRONIC DEVICE AND STORAGE MEDIUM | KLICOS, NICHOLAS GEORGE | 2118 | §102§112 | Non-Final OA | — | Pending | Apr 13, 2023 |
| 18126887 | METHOD FOR MOLECULAR REPRESENTING | HAYES, JONATHAN EDWARD | — | §101§102§103§112 | Non-Final OA | — | Pending | Mar 27, 2023 |
| 18125327 | Method and Apparatus for Training Information Adjustment Model of Charging Station, and Storage Medium | BENOURAIDA, AMINA MORENO | 2129 | §103 | Final Rejection | — | Pending | Mar 23, 2023 |
| 18121053 | METHOD AND APPARATUS FOR PROCESSING DIALOGUE, ELECTRONIC DEVICE, AND STORAGE MEDIUM | PATEL, SHREYANS A | 2659 | §101§103 | Final Rejection | 57d | Pending | Mar 14, 2023 |
| 18119494 | Method, Apparatus for Determining Answer to Question, Device, Storage Medium and Program Product | GOLAN, MATTHEW BRYCE | 2123 | §103 | Final Rejection | — | Pending | Mar 09, 2023 |
| 18118339 | MODEL TRAINING METHOD, SYSTEM, DEVICE, AND MEDIUM | ILES, TYLER EDWARD | 2122 | §102§103 | Final Rejection | — | Pending | Mar 07, 2023 |
| 18025026 | VOICE CHIP IMPLEMENTATION METHOD, VOICE CHIP, AND RELATED DEVICE | PETRANEK, JACOB ANDREW | 2183 | §103 | Final Rejection | 27d | Pending | Mar 07, 2023 |
| 18020910 | METHOD FOR TRAINING RANKING MODEL FOR INTELLIGENT RECOMMENDATION, AND INTELLIGENT RECOMMENDATION METHOD | GOLAN, MATTHEW BRYCE | 2123 | §101§102§103 | Final Rejection | 27d | Pending | Feb 10, 2023 |
| 18088160 | METHOD OF PROCESSING INFORMATION, ELECTRONIC DEVICE, AND STORAGE MEDIUM | KING, DAVIDA LEE | 3699 | §103 | Final Rejection | 8d overdue | Pending | Dec 23, 2022 |
| 18069144 | EXTRACTION OF CAUSAL RELATIONSHIP | BYCER, ERIC J | 2141 | §101§102§103§112 | Non-Final OA | — | Pending | Dec 20, 2022 |
| 18077471 | TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM | THAI, JASMINE THANH | 2129 | §103§112 | Non-Final OA | 28d overdue | Pending | Dec 08, 2022 |
| 18076711 | DATA PROCESSING METHOD AND APPARATUS, ELECTRONIC DEVICE, AND STORAGE MEDIUM | GONZALES, VINCENT | 2124 | §103 | Non-Final OA | — | Pending | Dec 07, 2022 |
| 18059645 | METHOD FOR RECOGNIZING TOKEN, ELECTRONIC DEVICE AND STORAGE MEDIUM | CAMPOS, ALFREDO | 2129 | §101 | Non-Final OA | — | Pending | Nov 29, 2022 |
| 17982128 | Streaming Media Processing Method, Device and Electronic Equipment Based on Inference Service | ROHD, BENJAMIN MATTHEW | 2147 | §103 | Non-Final OA | 57d | Pending | Nov 07, 2022 |
| 17980349 | PARTICIPATING RECOMMENDATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | YESILDAG, MEHMET | 3624 | §101 | Final Rejection | 2d overdue | Pending | Nov 03, 2022 |
| 17972672 | DATA PROCESSING METHOD FOR DIALOGUE SYSTEM, APPARATUS, DEVICE, AND MEDIUM | SCHALLHORN, TYLER J | 2144 | §103 | Final Rejection | — | Pending | Oct 25, 2022 |
| 18047733 | INTELLIGENT OFFICE SYSTEM, METHOD FOR MANAGING WORK TASKS, AND STORAGE MEDIUM | GILKEY, CARRIE STRODER | 3626 | §101§112 | Final Rejection | — | Pending | Oct 19, 2022 |
| 17935233 | METHOD FOR PREDICTING PROTEIN-PROTEIN INTERACTION | GRAFF, SHARON LEVINE | 1687 | §101§102§103§112 | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17820972 | MULTI-TASK DEPLOYMENT METHOD AND ELECTRONIC DEVICE | GORMLEY, AARON PATRICK | 2148 | §101§102§112 | Final Rejection | — | Pending | Aug 19, 2022 |
| 17891627 | METHOD, APPARATUS AND STORAGE MEDIUM FOR CREATING CONTAINER BASED ON KUBERNETES CLUSTER | RIGGINS, ARI FAITH COLEMA | 2197 | §103§112 | Final Rejection | — | Pending | Aug 19, 2022 |
| 17889252 | METHOD AND APPARATUS FOR GENERATING DIRECTION IDENTIFYING MODEL, DEVICE, MEDIUM, AND PROGRAM PRODUCT | TSUI, WILSON W | 2172 | §103 | Final Rejection | — | Pending | Aug 16, 2022 |
| 17866104 | METHOD AND APPARATUS FOR ACQUIRING PRE-TRAINED MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM | HICKS, AUSTIN JAMES | 2142 | §103§112 | Non-Final OA | — | Pending | Jul 15, 2022 |
| 17809491 | ROAD NETWORK DATA PROCESSING METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM | ALKIRSH, AHMED | 3668 | §103 | Non-Final OA | 187d overdue | Pending | Jun 28, 2022 |
| 17825303 | INTENT RECOGNITION MODEL TRAINING AND INTENT RECOGNITION METHOD AND APPARATUS | AGRAWAL, SHISHIR | 2123 | §103 | Final Rejection | 19d | Pending | May 26, 2022 |
| 17691903 | METHOD FOR CONTROLLING DATA COLLECTION, ELECTRONIC DEVICE, AND MEDIUM | STRYKER, NICHOLAS F | 3665 | §103 | Non-Final OA | 4d overdue | Pending | Mar 10, 2022 |
| 17565282 | METHOD FOR TRAINING COMPOUND PROPERTY PREDICTION MODEL AND METHOD FOR PREDICTING COMPOUND PROPERTY | ANDERSON-FEARS, KEENAN NEIL | 1687 | §103 | Final Rejection | — | Pending | Dec 29, 2021 |
| 17557691 | AFFINITY PREDICTION METHOD AND APPARATUS, METHOD AND APPARATUS FOR TRAINING AFFINITY PREDICTION MODEL, DEVICE AND MEDIUM | LIU, GUOZHEN | 1686 | §101§103§112 | Non-Final OA | — | Pending | Dec 21, 2021 |
| 18983968 | METHOD AND APPARATUS FOR TARGET BUSINESS MODEL GENERATION AND DATA PROCESSING BASED ON LARGE MODEL | MINOR, AYANNA YVETTE | 3624 | §102 | Final Rejection | 9d | Pending | Dec 17, 2024 |
| 18171269 | TRACK RESTORATION METHOD, TRACK RESTORATION DEVICE AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM | CADEAU, WEDNEL | 2632 | §103 | Non-Final OA | 71d overdue | Pending | Feb 17, 2023 |
| 17209210 | METHOD AND APPARATUS FOR DETERMINING KEY LEARNING CONTENT, DEVICE AND STORAGE MEDIUM | ALVESTEFFER, STEPHEN D | 3715 | §101§103 | Non-Final OA | 8d overdue | Pending | Mar 22, 2021 |
| 17947963 | COOPERATIVE LEARNING OF LANGEVIN FLOW AND NORMALIZING FLOW TOWARD ENERGY-BASED MODEL | GIROUX, GEORGE | 2128 | §103§112 | Non-Final OA | 60d overdue | Pending | Sep 19, 2022 |
| 17855204 | DECOUPLED PREDICTION EVALUATION | LEATHERS, EMILY GORMAN | 2187 | §101§103§112 | Final Rejection | — | Pending | Jun 30, 2022 |
| 17826697 | INFORMATION TECHNOLOGY (IT) ENCLOSURE FOR BATTERY BACKUP SYSTEMS | LUO, KAN | 1751 | §103 | Final Rejection | 24d overdue | Pending | May 27, 2022 |
| 17700695 | ACTIVE COOLING APPARATUS FOR BATTERY BACKUP UNITS | NGUYEN, KEVIN NMN | 1752 | §103§112 | Final Rejection | — | Pending | Mar 22, 2022 |
| 17206917 | METHOD AND APPARATUS FOR GENERATING EVENT THEME BASED ON ENTITY INFORMATION AND EVENT TYPE | MRABI, HASSAN | 2147 | §101§103§112 | Non-Final OA | — | Pending | Mar 19, 2021 |
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