Prosecution Insights
Prosecution Insights
141 pending office actions • 18 clients • 131 examiners • 74 art units • 0 of 141 (0%) have an AI response strategy ready
Based on the USPTO statutory response window for each pending office action. 46 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. 46 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 | 21 (15%) |
| §101 + other | 43 (30%) |
| §103 only | 43 (30%) |
| §102 only | 6 (4%) |
| §112 only | 1 (1%) |
| Double-patenting only | 2 (1%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 24 (17%) |
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 |
|---|---|---|---|
| BATTISTI, DEREK J | 3 | 51.3% | +36.0% |
| HOANG, HAU HAI | 2 | 78.2% | +13.8% |
| MUHEBBULLAH, SAJEDA | 2 | 29.8% | +34.9% |
| LEMIEUX, IAN L | 2 | 86.9% | +8.9% |
| KELLS, ASHER | 2 | 78.9% | +11.0% |
| GARCIA-GUERRA, DARLENE | 2 | 23.0% | +33.2% |
| ELKINS, BLAKE HARRISON | 2 | 100.0% | +0.0% |
| LEVERETT, MARY CHANG | 2 | 61.1% | +22.9% |
| GRAFF, SHARON LEVINE | 2 | — | — |
| USSERY, CAIDEN ALEXANDER | 1 | 100.0% | +0.0% |
Cases in front of an examiner with an allow rate of 80%+ where the difficulty is Easy or Medium. The top 2 ordered by deadline are shown.
| App # | Title | Examiner | Due in |
|---|---|---|---|
| 18912891 | Untitled | USSERY, CAIDEN ALEXANDER | — |
| 18666519 | ALIGNED VISION-LANGUAGE MODEL FOR TEXT-RICH IMAGE UNDERSTANDING | LEMIEUX, IAN L | — |
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 |
|---|---|---|---|
| 18495097 | SELECTIVELY IDENTIFYING AND RECOMMENDING DIGITAL CONTENT ITEMS FOR SYNCHRONIZATION | CHOI, YUK TING | 84d overdue |
| 18989930 | VEHICLE SERVICE CENTER DISPATCH SYSTEM | DAGNEW, SABA | 72d overdue |
| 18328286 | CONSTRUCTING DIGITAL DESIGN GRAPHS FOR GENERATING STRUCTURAL REPRESENTATIONS OF DIGITAL DESIGN DOCUMENTS | MERCADO, GABRIEL S | 56d overdue |
| 18818373 | DYNAMIC OPTIMIZED REASSIGNMENT OF PROVIDERS AT A GEOHASH LEVEL | FEACHER, LORENA R | 51d overdue |
| 17658009 | GENERATION OF CELL-BASED PRODUCTS FOR CONSUMPTION THAT COMPRISE PROTEINS FROM EXOTIC, ENDANGERED, AND EXTINCT SPECIES | YAMASAKI, ROBERT J | 49d overdue |
| 18913944 | DISTRIBUTING ELECTRONIC SURVEYS THROUGH A MESSENGER PLATFORM | KOLOSOWSKI-GAGER, KATHERINE | 44d overdue |
| 17558243 | APPARATUSES AND SYSTEMS FOR PREPARING A MEAT PRODUCT | ESPERON, NATHAN GREGORY | 44d overdue |
| 19065698 | DOMAIN KNOWLEDGE GUIDED SELECTION OF NODES FOR ADDITION TO DATA TREES | GOFMAN, ALEX N | 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 |
|---|---|---|---|
| 19195494 | AUTOMATICALLY ORGANIZING CONTENT COLLECTIONS WITH SMART CONTENT SYNTHESIS AND DYNAMIC FACETS | MUHEBBULLAH, SAJEDA | 14d |
| 18744216 | GENERATING COACHING PROMPTS FROM KNOWLEDGE GRAPH DATA SOURCES | MUHEBBULLAH, SAJEDA | 15d |
| 19189769 | MULTI-DIMENSIONAL CONTENT ORGANIZATION AND ARRANGEMENT CONTROL IN A USER INTERFACE OF A COMPUTING DEVICE | HOANG, HAU HAI | 29d |
| 18395099 | INTELLIGENT DOCUMENT CREATION AND REVIEW GENERATED BY A LARGE LANGUAGE MODEL | KELLS, ASHER | 84d |
| 19205533 | WITHIN-CONTEXT SEMANTIC RELEVANCE INFERENCE OF MACHINE LEARNING MODEL GENERATED OUTPUT | HOANG, HAU HAI | — |
| 18962648 | MULTI-FILM THERMOPLASTIC BAGS HAVING HEM SEALS COMPRISED OF CONTINUOUS CONTACT AREAS AND METHODS OF MAKING THE SAME | BATTISTI, DEREK J | — |
| 18798646 | THERMOPLASTIC FILMS AND BAGS WITH DUAL ODOR CONTROL | BATTISTI, DEREK J | — |
| 18769868 | GENERATING AND SUMMARIZING CONTENT BLOCKS WITHIN A VIRTUAL SPACE INTERFACE | KELLS, ASHER | — |
| Client (Assignee) | Pending OAs |
|---|---|
| Dropbox | 39 |
| Adobe | 36 |
| ILLUMINA, INC. | 16 |
| Lyft | 15 |
| SAP | 7 |
| Ancestry.com | 6 |
| Recursion Pharmaceuticals, Inc. | 4 |
| The Glad Products Company | 3 |
| NETFLIX, INC. | 3 |
| The Upside Group Inc. | 2 |
| UPSIDE FOODS, INC. | 2 |
| NanoSpot.AI | 2 |
| MWA & Co. | 1 |
| King's College London | 1 |
| 3Dmorphic Pty Ltd. | 1 |
| Redwood Materials, Inc. | 1 |
| Emerled Pty Ltd. | 1 |
| Cyclica Inc. | 1 |
| Art Unit | Apps |
|---|---|
| 3624 | 8 |
| 3625 | 6 |
| 1687 | 6 |
| 2161 | 5 |
| 2154 | 4 |
| 1685 | 4 |
| 2171 | 4 |
| 1686 | 4 |
| 2159 | 3 |
| 2611 | 2 |
| App # | Title | Client | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|---|
| 18912891 | Untitled | Adobe Inc. | USSERY, CAIDEN ALEXANDER | 2611 | §103 | Non-Final OA | — | Pending | |
| 18911829 | Untitled | Adobe Inc. | VELAZQUEZ VALENCI, AMELIA NMN | 2612 | §101§103§112 | Non-Final OA | — | Pending | |
| 18921823 | Untitled | Adobe Inc. | WU, CHONG | §103§112 | Non-Final OA | — | Pending | ||
| 18804890 | Untitled | Adobe Inc. | BOYD, JONATHAN A | §102§103 | Non-Final OA | — | Pending | ||
| 19286616 | GENERATING CONSOLIDATED GRAPHICAL USER INTERFACES FOR DISPLAYING DIRECTIVES OF DEVICES OF A DYNAMIC TRANSPORTATION NETWORK | Lyft, Inc. | CHONG CRUZ, NADJA N | 3623 | §101§112 | Final Rejection | — | Pending | Jul 31, 2025 |
| 19258220 | DYNAMIC FACET GENERATION USING LARGE LANGUAGE MODELS | Dropbox, Inc. | NGUYEN, MERILYN P | 2161 | §102Other | Non-Final OA | — | Pending | Jul 02, 2025 |
| 19255350 | REMOVING OBJECTS AT IMAGE CAPTURE TIME | Adobe Inc. | SPINKS, ANTOINETTE T | 2637 | DP | Non-Final OA | — | Pending | Jun 30, 2025 |
| 19246296 | EMBEDDED FOLDER VIEWS | Dropbox, Inc. | MORRIS, JOHN J | §102 | Non-Final OA | — | Pending | Jun 23, 2025 | |
| 19236765 | ORGANIZING MEDIA CONTENT ITEMS UTILIZING DETECTED SCENE TYPES | Dropbox, Inc. | BIBBEE, JARED M | 2161 | §101 | Non-Final OA | — | Pending | Jun 12, 2025 |
| 19215668 | DIRECTED ACYCLIC GRAPH FRAMEWORK FOR EXECUTING SEARCH FUNCTION OPERATIONS | Dropbox, Inc. | HARPER, ELIYAH STONE | 2166 | §102§103Other | Non-Final OA | — | Pending | May 22, 2025 |
| 19205479 | MANAGING DIGITAL ASSETS STORED AS COMPONENTS AND PACKAGED FILES | Adobe Inc. | MINCEY, JERMAINE A | 2159 | §101§102§103 | Final Rejection | — | Pending | May 12, 2025 |
| 19205503 | CREATING AN EFFECTIVE PRODUCT USING AN ATTRIBUTE SOLVER | Dropbox, Inc. | NGUYEN, THUY N | §101Other | Non-Final OA | — | Pending | May 12, 2025 | |
| 19205533 | WITHIN-CONTEXT SEMANTIC RELEVANCE INFERENCE OF MACHINE LEARNING MODEL GENERATED OUTPUT | Dropbox, Inc. | HOANG, HAU HAI | 2154 | §101Other | Non-Final OA | — | Pending | May 12, 2025 |
| 19195494 | AUTOMATICALLY ORGANIZING CONTENT COLLECTIONS WITH SMART CONTENT SYNTHESIS AND DYNAMIC FACETS | Dropbox, Inc. | MUHEBBULLAH, SAJEDA | 2174 | §103 | Non-Final OA | 14d | Pending | Apr 30, 2025 |
| 19189769 | MULTI-DIMENSIONAL CONTENT ORGANIZATION AND ARRANGEMENT CONTROL IN A USER INTERFACE OF A COMPUTING DEVICE | Dropbox, Inc. | HOANG, HAU HAI | 2154 | §101§103§112Other | Final Rejection | 29d | Pending | Apr 25, 2025 |
| 19185682 | UNIFIED SEARCH SYSTEMS AND METHODS | Ancestry.com Operations Inc. | NGUYEN, CAM LINH T | 2161 | §101§103Other | Non-Final OA | — | Pending | Apr 22, 2025 |
| 19093034 | VARIANT CLASSIFIER BASED ON DEEP NEURAL NETWORKS | Illumina, Inc. | STRIEGEL, THEODORE CHARLES | 1685 | §101§103 | Non-Final OA | — | Pending | Mar 27, 2025 |
| 19080290 | ARTIFICIAL REALITY FAMILY HISTORY EXPERIENCE | Ancestry.com Operations Inc. | KETEMA, BENYAM | 2626 | §103 | Final Rejection | — | Pending | Mar 14, 2025 |
| 19073426 | GENERATING A MODIFIED DIGITAL IMAGE UTILIZING A HUMAN INPAINTING MODEL | Adobe Inc. | SHANKAR, VIJAY | DP | Non-Final OA | — | Pending | Mar 07, 2025 | |
| 19072233 | MODIFYING AND COLLABORATING WITH DIGITAL VIDEOS THROUGH INTERACTIONS WITH VIDEO TRANSCRIPTS | Dropbox, Inc. | ZHAO, DAQUAN | 2484 | §102§103 | Non-Final OA | — | Pending | Mar 06, 2025 |
| 19065698 | DOMAIN KNOWLEDGE GUIDED SELECTION OF NODES FOR ADDITION TO DATA TREES | Ancestry.com Operations Inc. | GOFMAN, ALEX N | 2163 | §101§103 | Final Rejection | 23d overdue | Pending | Feb 27, 2025 |
| 19059854 | RESPONDING TO QUERIES BY GENERATING A SYNTHETIC AUDIENCE OF RESPONDENTS | Qualtrics, LLC | BOROWSKI, MICHAEL | 3624 | §101§103 | Non-Final OA | — | Pending | Feb 21, 2025 |
| 19055196 | UNIFIED PRESENTATION OF CROSS-PLATFORM CONTENT TO A USER VISITING A PLATFORM | Dropbox, Inc. | WOODWORTH, II, ALLAN J | §101§103 | Non-Final OA | — | Pending | Feb 17, 2025 | |
| 19000315 | UTILIZING LANGUAGE MACHINE LEARNING MODELS FOR AUTONOMOUS EXECUTIONS OF COMPUTERIZED TECH-BIO EXPLORATION TOOLS | Recursion Pharmaceuticals, Inc. | ARMSTRONG, ANGELA A | §101§103 | Non-Final OA | — | Pending | Dec 23, 2024 | |
| 18989930 | VEHICLE SERVICE CENTER DISPATCH SYSTEM | Lyft, Inc. | DAGNEW, SABA | 3621 | §101 | Final Rejection | 72d overdue | Pending | Dec 20, 2024 |
| 18988609 | TECHNIQUES FOR CAPTURING AND DISPLAYING PARTIAL MOTION IN VIRTUAL OR AUGMENTED REALITY SCENES | Dropbox, Inc. | LIU, GORDON G | §103 | Non-Final OA | — | Pending | Dec 19, 2024 | |
| 18978642 | GENERATING IMAGE EDITING PRESETS BASED ON EDITING INTENT EXTRACTED FROM A DIGITAL QUERY | Adobe Inc. | WU, MING HAN | §103Other | Non-Final OA | — | Pending | Dec 12, 2024 | |
| 18962648 | MULTI-FILM THERMOPLASTIC BAGS HAVING HEM SEALS COMPRISED OF CONTINUOUS CONTACT AREAS AND METHODS OF MAKING THE SAME | The Glad Products Company | BATTISTI, DEREK J | §103 | Non-Final OA | — | Pending | Nov 27, 2024 | |
| 18962421 | INTELLIGENTLY SUMMARIZING AND PRESENTING TEXTUAL RESPONSES WITH MACHINE LEARNING | Qualtrics, LLC | BECKER, TYLER JUSTIN | 2657 | §102§103 | Non-Final OA | — | Pending | Nov 27, 2024 |
| 18959280 | AI-Driven Generation of Video Content Meeting Professional Film Standards | Netflix, Inc. | YANG, YI | 2616 | §103 | Non-Final OA | — | Pending | Nov 25, 2024 |
| 18955813 | COLLAPSIBLE FREESTANDING EXERCISE STATION | Mwa & Co. LLC | KOBYLARZ, ANDREW M | 3784 | §102§112 | Non-Final OA | — | Pending | Nov 21, 2024 |
| 18948839 | TRANSFERRING STYLES TO DIGITAL IMAGES IN AN OBJECT-AWARE MANNER | Adobe Inc. | GRAY, RYAN M | §103 | Non-Final OA | — | Pending | Nov 15, 2024 | |
| 18941579 | GENERATING MULTIPLE SEGMENTATION MASKS IN A SINGLE MODEL WITH MULTI-TASK QUERY DECODERS | Adobe Inc. | LEMIEUX, IAN L | 2669 | §103§112 | Non-Final OA | — | Pending | Nov 08, 2024 |
| 18929363 | DETERMINING AND APPLYING ATTRIBUTE DEFINITIONS TO DIGITAL SURVEY DATA TO GENERATE SURVEY ANALYSES | Qualtrics, LLC | WALTON, CHESIREE A | 3624 | §101§103 | Final Rejection | 3d overdue | Pending | Oct 28, 2024 |
| 18917422 | BLENDING DIGITAL ASSETS WITH PLANAR SURFACES USING IMAGE SEGMENTATION AND CORNER DETECTION | Adobe Inc. | MINKO, DENIS VASILIY | 2612 | §103 | Non-Final OA | — | Pending | Oct 16, 2024 |
| 18913944 | DISTRIBUTING ELECTRONIC SURVEYS THROUGH A MESSENGER PLATFORM | Qualtrics, LLC | KOLOSOWSKI-GAGER, KATHERINE | 3687 | §101 | Non-Final OA | 44d overdue | Pending | Oct 11, 2024 |
| 18911906 | DYNAMIC PAGE UPDATING SYSTEM | Netflix, Inc. | LE, RONG | 2421 | §103 | Final Rejection | — | Pending | Oct 10, 2024 |
| 18853081 | BODY PART SUPPORT | King'S College London | ROBINSON, NICHOLAS A | 3798 | §101§102§103 | Non-Final OA | 70d | Pending | Sep 30, 2024 |
| 18895077 | GENERATING LAYER-AWARE AND OBJECT-AWARE ANNOTATIONS | Adobe Inc. | CALDERON SANTIAGO, ALVARO RAFAEL | 2171 | §102§103 | Non-Final OA | — | Pending | Sep 24, 2024 |
| 18886697 | UNIFIED DATA STRUCTURES FOR SOURCE-SPECIFIC DATA STRUCTURES ORIGINATING FROM THIRD-PARTY SOURCES | Dropbox, Inc. | DAYE, CHELCIE L | 2161 | §103 | Final Rejection | — | Pending | Sep 16, 2024 |
| 18825654 | MODIFYING DIGITAL IMAGES VIA PERSPECTIVE-AWARE TEXT EDITING | Adobe Inc. | HESS, MICHAEL J | 2481 | §103§112 | Final Rejection | — | Pending | Sep 05, 2024 |
| 18825060 | PRESENTING PROJECT DATA MANAGED BY A CONTENT MANAGEMENT SYSTEM | Dropbox, Inc. | WAESCO, JOSEPH M | 3625 | §101§103 | Final Rejection | — | Pending | Sep 05, 2024 |
| 18824067 | DETERMINING FRAUDULENT SURVEY RESPONSES TO DIGITAL SURVEYS USING RULE-BASED MODELS AND MACHINE-LEARNING MODELS | Qualtrics, LLC | KHATTAR, RAJESH | 3684 | §101 | Non-Final OA | — | Pending | Sep 04, 2024 |
| 18823463 | DYNAMICALLY OPTIMIZED RECOMMENDATIONS IN GENERATIVE MEDIA | Dropbox, Inc. | DAUD, ABDULLAH AHMED | 2164 | §103 | Final Rejection | 29d | Pending | Sep 03, 2024 |
| 18818373 | DYNAMIC OPTIMIZED REASSIGNMENT OF PROVIDERS AT A GEOHASH LEVEL | Lyft, Inc. | FEACHER, LORENA R | 3625 | §101 | Final Rejection | 51d overdue | Pending | Aug 28, 2024 |
| 18811909 | BACKUP FEATURE PROVIDED BY BIDIRECTIONAL SYNCHRONIZED CONTENT MANAGEMENT SYSTEM | Dropbox, Inc. | PYO, MONICA M | 2161 | §101§103§112Other | Non-Final OA | — | Pending | Aug 22, 2024 |
| 18798646 | THERMOPLASTIC FILMS AND BAGS WITH DUAL ODOR CONTROL | The Glad Products Company | BATTISTI, DEREK J | 3734 | DPOther | Non-Final OA | — | Pending | Aug 08, 2024 |
| 18778370 | DETERMINING EFFICIENT PICKUP LOCATIONS FOR TRANSPORTATION REQUESTS UTILIZING A PICKUP LOCATION MODEL | Lyft, Inc. | COOLEY, CHASE LITTLEJOHN | 3662 | §101§103 | Final Rejection | — | Pending | Jul 19, 2024 |
| 18771779 | GENERATING MULTILINGUAL VISION LANGUAGE MODELS UTILIZING CONTRASTIVE LANGUAGE IMAGE PRETRAINING | Adobe Inc. | WOZNIAK, JAMES S | 2655 | §103 | Final Rejection | — | Pending | Jul 12, 2024 |
| 18769868 | GENERATING AND SUMMARIZING CONTENT BLOCKS WITHIN A VIRTUAL SPACE INTERFACE | Dropbox, Inc. | KELLS, ASHER | 2171 | §103 | Final Rejection | — | Pending | Jul 11, 2024 |
| 18768482 | GENERATING CHANGE COMPARISONS DURING EDITING OF DIGITAL IMAGES | Adobe Inc. | SETH, MANAV | 2672 | §103Other | Non-Final OA | — | Pending | Jul 10, 2024 |
| 18765647 | FITTING CURVES TO REGION BOUNDARIES OF A DIGITAL IMAGE UTILIZING PATH SIMPLIFICATION FOR POLYLINES | Adobe Inc. | COBB, MICHAEL J | 2615 | §112 | Non-Final OA | — | Pending | Jul 08, 2024 |
| 18752435 | LIVE WRITES TO ERASURE CODED VOLUMES WITHOUT PRIOR REPLICATION | Dropbox, Inc. | JUNG, ANDREW J | 2175 | §103 | Non-Final OA | 31d overdue | Pending | Jun 24, 2024 |
| 18744216 | GENERATING COACHING PROMPTS FROM KNOWLEDGE GRAPH DATA SOURCES | Dropbox, Inc. | MUHEBBULLAH, SAJEDA | 2174 | §103 | Final Rejection | 15d | Pending | Jun 14, 2024 |
| 18740293 | DISPATCHING PROVIDER DEVICES UTILIZING MULTI-OUTCOME TRANSPORTATION-VALUE METRICS AND DYNAMIC PROVIDER DEVICE MODES | Lyft, Inc. | SANTOS, AARRON EDUARDO | 3663 | §103 | Final Rejection | — | Pending | Jun 11, 2024 |
| 18738249 | DATA MODEL AND DATA SERVICE FOR CONTENT MANAGEMENT SYSTEM | Dropbox, Inc. | HTAY, LIN LIN M | 2153 | §103 | Final Rejection | — | Pending | Jun 10, 2024 |
| 18673861 | DOCUMENT AGNOSTIC PERFORMANCE ENHANCEMENT THROUGH MULTI-STAGE MIXED LEVEL OF DETAIL RENDERING | Adobe Inc. | WANG, JIN CHENG | 2617 | §103 | Final Rejection | 25d overdue | Pending | May 24, 2024 |
| 18672492 | MULTI-MODAL PAIR MATCHING FOR A MULTI-MODAL MACHINE LEARNING MODEL LEARNING PROCESS | Recursion Pharmaceuticals, Inc. | SHERALI, ISHRAT I | 2667 | §101§103 | Non-Final OA | — | Pending | May 23, 2024 |
| 18670398 | GENERATING HOW-TO GUIDES GROUNDED IN ELEMENTS OF IN-USE USER INTERFACES VIA VIRTUAL ASSISTANTS | Adobe Inc. | REPSHER III, JOHN T | 2143 | §101§103§112 | Final Rejection | — | Pending | May 21, 2024 |
| 18667953 | TIMESTAMP-BASED APPROACH TO DETECTING STALE VALUES IN A CACHE | Dropbox, Inc. | KHAKHAR, NIRAV K | 2163 | §102 | Non-Final OA | — | Pending | May 17, 2024 |
| 18666519 | ALIGNED VISION-LANGUAGE MODEL FOR TEXT-RICH IMAGE UNDERSTANDING | Adobe Inc. | LEMIEUX, IAN L | 2669 | §103 | Non-Final OA | — | Pending | May 16, 2024 |
| 18659329 | GENERATING VISUAL DEPICTIONS OF CORRELATIONS BETWEEN IMAGE LAYER MASKS WITH SUGGESTIVE BOUNDARIES | Adobe Inc. | FOSTER, THOMAS JOHN | 2616 | §103 | Non-Final OA | — | Pending | May 09, 2024 |
| 18660046 | DETERMINING AND PROVIDING RECOMMENDED GENEALOGICAL CONTENT ITEMS USING A SELECTION-PREDICTION NEURAL NETWORK | Ancestry.com Operations Inc. | MINA, FATIMA P | 2159 | §101§103 | Final Rejection | — | Pending | May 09, 2024 |
| 18654904 | EDITING DIGITAL IMAGES USING EXECUTABLE CODE GENERATED BY LARGE LANGUAGE MODELS FROM NATURAL LANGUAGE INPUT | Adobe Inc. | PRINGLE-PARKER, JASON A | 2617 | §103 | Non-Final OA | — | Pending | May 03, 2024 |
| 18652320 | CATALYST CALENDAR INTERFACE | Dropbox, Inc. | LABOGIN, DORETHEA L | 3624 | §101§103 | Final Rejection | — | Pending | May 01, 2024 |
| 18647603 | DETERMINING GENEALOGICAL RECORDS FOR RECORD QUERIES UTILIZING A LIFESPAN FILTER ALGORITHM | Ancestry.com Operations Inc. | ELIAS, EARL L | 2169 | §101§103 | Final Rejection | — | Pending | Apr 26, 2024 |
| 18646543 | UPSCALING AI-GENERATED DIGITAL CONTENT WITHIN DIGITAL IMAGES VIA TILE-BASED SUPER RESOLUTION | Adobe Inc. | TAHA, AHMED | 2613 | §102§103 | Non-Final OA | 17d overdue | Pending | Apr 25, 2024 |
| 18632933 | GENERATING HIERARCHICAL ENTITY SEGMENTATIONS UTILIZING SELF-SUPERVISED MACHINE LEARNING MODELS | Adobe Inc. | KUDO, KEN | 2671 | §102§103 | Final Rejection | — | Pending | Apr 11, 2024 |
| 18630074 | OPTIMIZING DEEP LEARNING RECOMMENDER MODEL DATA PIPELINES WITH REINFORCEMENT LEARNING | Netflix, Inc. | MAUNI, HUMAIRA ZAHIN | §103 | Non-Final OA | — | Pending | Apr 09, 2024 | |
| 18686289 | INTEGRALLY FORMED MEDICAL DEVICES | 3Dmorphic Pty Ltd. | WAGGLE, JR, LARRY E | 3775 | §103 | Final Rejection | — | Pending | Feb 23, 2024 |
| 18443808 | BUILDING VISION-LANGUAGE MODELS USING MASKED DISTILLATION FROM FOUNDATION MODELS | Adobe Inc. | DRYDEN, EMMA ELIZABETH | 2677 | §103 | Final Rejection | 13d | Pending | Feb 16, 2024 |
| 18439525 | UTILIZING A FEATURE EXTRACTION FUNCTION WITHIN A DIGITAL SEARCH PLATFORM | Dropbox, Inc. | HASAN, SYED HAROON | 2154 | §103 | Final Rejection | 70d | Pending | Feb 12, 2024 |
| 18431297 | DOCUMENT DIFFERENCES ANALYSIS AND PRESENTATION | Dropbox, Inc. | NAZAR, AHAMED I | 2178 | §103 | Non-Final OA | 40d | Pending | Feb 02, 2024 |
| 18425777 | MEETING TRANSCRIPTION USING CUSTOM LEXICONS BASED ON DOCUMENT HISTORY | Dropbox, Inc. | SHEN, SAMUEL | 2179 | §103§112 | Final Rejection | 53d | Pending | Jan 29, 2024 |
| 18415036 | GENERATING AND VISUALIZING COMMUNICATION EFFECTIVITY SCORES FOR VIDEO CALLS | Dropbox, Inc. | BULLINGTON, ROBERT P | 3715 | §101 | Final Rejection | 15d overdue | Pending | Jan 17, 2024 |
| 18411603 | CONTENT ITEM ANALYTICS TIMELINE | Dropbox, Inc. | MORRISON, JAY A | 2151 | §103 | Final Rejection | 3d overdue | Pending | Jan 12, 2024 |
| 18395099 | INTELLIGENT DOCUMENT CREATION AND REVIEW GENERATED BY A LARGE LANGUAGE MODEL | Dropbox, Inc. | KELLS, ASHER | 2171 | §103 | Non-Final OA | 84d | Pending | Dec 22, 2023 |
| 18543990 | MODIFYING DIGITAL DESIGNS TO ALIGN THE CIRCUMFERENCES OF CONCENTRICALLY PLACED RADIAL-REPEAT OBJECTS | Adobe Inc. | WANG, YI | 2619 | §102§103§112 | Final Rejection | — | Pending | Dec 18, 2023 |
| 18523593 | REINFORCED THERMOPLASTIC BAG WITH EXTENDED HEM SKIRT | The Glad Products Company | BATTISTI, DEREK J | 3734 | §102§103§112 | Final Rejection | — | Pending | Nov 29, 2023 |
| 18516359 | SYSTEM AND METHODS FOR MANAGING SCHEDULES AND CALENDARS | Dropbox, Inc. | GARCIA-GUERRA, DARLENE | 3625 | §101§103 | Non-Final OA | — | Pending | Nov 21, 2023 |
| 18502830 | GENERATING A PREVIEW TILE FOR A CONTENT ITEM IN A CONTENT MANAGEMENT SYSTEM | Dropbox, Inc. | BLAUFELD, JUSTIN R | 2151 | §102§103 | Non-Final OA | — | Pending | Nov 06, 2023 |
| 18495097 | SELECTIVELY IDENTIFYING AND RECOMMENDING DIGITAL CONTENT ITEMS FOR SYNCHRONIZATION | Dropbox, Inc. | CHOI, YUK TING | 2164 | §101§103§112 | Non-Final OA | 84d overdue | Pending | Oct 26, 2023 |
| 18482715 | CUSTOM INTERPRETER FOR EXECUTING COMPUTER CODE GENERATED BY A LARGE LANGUAGE MODEL | Dropbox, Inc. | MITCHELL, JASON D | 2199 | §103 | Non-Final OA | 41d | Pending | Oct 06, 2023 |
| 18478061 | GENERATING AND MAINTAINING COMPOSITE ACTIONS UTILIZING LARGE LANGUAGE MODELS | Dropbox, Inc. | KASSIM, IMAD MUTEE | 2129 | §101§103§112 | Non-Final OA | — | Pending | Sep 29, 2023 |
| 18478066 | GENERATING AND MAINTAINING COMPOSITE ACTIONS UTILIZING LARGE LANGUAGE MODELS | Dropbox, Inc. | SULTANA, NADIRA | 2653 | §101§103 | Non-Final OA | 15d | Pending | Sep 29, 2023 |
| 18477008 | MANAGING PROJECT TASKS USING CONTENT ITEMS | Dropbox, Inc. | OBAID, HAMZEH M | 3624 | §101 | Final Rejection | 12d | Pending | Sep 28, 2023 |
| 18459186 | SELECTIVELY CONDITIONING LAYERS OF A NEURAL NETWORK WITH STYLIZATION PROMPTS FOR DIGITAL IMAGE GENERATION | Adobe Inc. | SANKS, SCHYLER S | 2129 | §102 | Final Rejection | — | Pending | Aug 31, 2023 |
| 18457794 | UTILIZING MACHINE LEARNING MODELS TO GENERATE ASPECT-BASED TRANSCRIPT SUMMARIES | Adobe Inc. | SPIELER, WILLIAM | 2159 | §101 | Final Rejection | — | Pending | Aug 29, 2023 |
| 18457895 | UTILIZING INDIVIDUAL-CONCEPT TEXT-IMAGE ALIGNMENT TO ENHANCE COMPOSITIONAL CAPACITY OF TEXT-TO-IMAGE MODELS | Adobe Inc. | HE, WEIMING | 2611 | §103§112 | Final Rejection | 83d | Pending | Aug 29, 2023 |
| 18452974 | SYSTEMS AND METHODS OF AUTOMATICALLY SORTING BATTERIES | Redwood Materials, Inc. | BURKMAN, JESSICA LYNN | 3653 | §103 | Final Rejection | 75d | Pending | Aug 21, 2023 |
| 18546714 | SMOKE ALARM | Emerled Pty Ltd. | ADNAN, MUHAMMAD | 2688 | §103 | Non-Final OA | 50d | Pending | Aug 16, 2023 |
| 18446273 | DRIVER SUPPLY CONTROL | Lyft, Inc. | BAINS, SARJIT S | 3623 | §101§112 | Final Rejection | 8d overdue | Pending | Aug 08, 2023 |
| 18356101 | SYSTEM FOR NAVIGATING DRIVERS TO PASSENGERS BASED ON START TIMES OF EVENTS | Lyft, Inc. | MERLINO, DAVID P | 3665 | §102§103 | Non-Final OA | — | Pending | Jul 20, 2023 |
| 18343627 | SESSION-BASED TRANSPORTATION DISPATCH | Lyft, Inc. | CHOY, PAN G | 3624 | §101 | Final Rejection | — | Pending | Jun 28, 2023 |
| 18342469 | GENERATING AND PROVIDING MORPHING ASSISTANT INTERFACES THAT TRANSFORM ACCORDING TO ARTIFICIAL INTELLIGENCE SIGNALS | Dropbox, Inc. | DUONG, HIEN LUONGVAN | 2147 | §101§102§103 | Non-Final OA | 17d overdue | Pending | Jun 27, 2023 |
| 18340795 | SPLIT-READ ALIGNMENT BY INTELLIGENTLY IDENTIFYING AND SCORING CANDIDATE SPLIT GROUPS | Illumina, Inc. | ELKINS, BLAKE HARRISON | §101§102§103DP | Non-Final OA | — | Pending | Jun 23, 2023 | |
| 18328286 | CONSTRUCTING DIGITAL DESIGN GRAPHS FOR GENERATING STRUCTURAL REPRESENTATIONS OF DIGITAL DESIGN DOCUMENTS | Adobe Inc. | MERCADO, GABRIEL S | 2171 | §103§112 | Final Rejection | 56d overdue | Pending | Jun 02, 2023 |
| 18322180 | INTELLIGENTLY COMBINING RELEVANT DATA ITEMS OF REQUESTED DATA SETS DURING INGESTION | Qualtrics, LLC | YOUNG, ASHLEY YA-SHEH | 3625 | §101§103 | Final Rejection | — | Pending | May 23, 2023 |
| 18320466 | GENERATING PREDICTED ACCOUNT INTERACTIONS WITH COMPUTING APPLICATIONS UTILIZING CUSTOMIZED HIDDEN MARKOV MODELS | Adobe Inc. | SHAH, SAYED MUNEER | 2124 | §101§102§103 | Non-Final OA | — | Pending | May 19, 2023 |
| 18138705 | Computational Drug Target Selection | Recursion Pharmaceuticals, Inc. | BAILEY, STEVEN WILLIAM | §103 | Non-Final OA | — | Pending | Apr 24, 2023 | |
| 18185828 | GENERATING ANALYTICS PREDICTION MACHINE LEARNING MODELS USING TRANSFER LEARNING FOR PRIOR DATA | Adobe Inc. | KIM, DAVID | 2141 | §103 | Non-Final OA | — | Pending | Mar 17, 2023 |
| 18183387 | BUILDING TIME-DECAYED LINE GRAPHS FOR DIRECT EMBEDDING OF CONTINUOUS-TIMED INTERACTIONS IN GENERATING TIME-AWARE RECOMMENDATIONS | Adobe Inc. | STORK, KYLE R | 2100 | §103 | Non-Final OA | — | Pending | Mar 14, 2023 |
| 18183023 | GENERATING ITEM RECOMMENDATIONS UTILIZING A DELAYED IN-SITU RECOMMENDATION ENGINE | Adobe Inc. | FRUNZI, VICTORIA E. | 3689 | §101 | Final Rejection | 20d | Pending | Mar 13, 2023 |
| 18174468 | CALIBRATION SEQUENCES FOR NUCLEOTIDE SEQUENCING | Illumina, Inc. | LEVERETT, MARY CHANG | §101§103§112 | Non-Final OA | — | Pending | Feb 24, 2023 | |
| 18167690 | GENERATING COMPOSITE IMAGES USING USER INTERFACE FEATURES FOR AUTO-COMPOSITING AND COMPOSITE-AWARE SEARCH | Adobe Inc. | AHN, CHRISTINE YERA | 2615 | §103 | Final Rejection | 10d overdue | Pending | Feb 10, 2023 |
| 18164373 | GENERATING USER-SPECIFIC SYNTHETIC CONTENT UTILIZING MACHINE LEARNING WITH USER CREATED CONTENT ITEMS | Dropbox, Inc. | SHAIKH, ZEESHAN MAHMOOD | 2658 | §101§103 | Non-Final OA | 19d overdue | Pending | Feb 03, 2023 |
| 18163562 | UTILIZING TRANSITION TIMES TO INTELLIGENTLY SELECT TRANSITION LOCATIONS FOR AUTONOMOUS VEHICLES | Lyft, Inc. | MALKOWSKI, KENNETH J | 3667 | §102 | Final Rejection | 21d | Pending | Feb 02, 2023 |
| 18160855 | IMAGE-BASED VARIANT PATHOGENICITY DETERMINATION | Illumina, Inc. | FRUMKIN, JESSE P | §103 | Non-Final OA | — | Pending | Jan 27, 2023 | |
| 18146541 | METHOD FOR WASHING AND FINISHING A GROWN CELL MASS | The Upside Group Inc. | SCHUBERG, LAURA J | 1631 | §103 | Non-Final OA | — | Pending | Dec 27, 2022 |
| 18146850 | GENERATING DYNAMIC INTERFACES PROVIDING INTELLIGENT MULTI-DEVICE SELECTABLE ELEMENTS FOR A TRANSPORTATION MATCHING SYSTEM | Lyft, Inc. | FLYNN, ABBY J | 3663 | §101 | Final Rejection | — | Pending | Dec 27, 2022 |
| 18068703 | MACHINE LEARNING FOR CLASSIFICATION OF USERS | Ancestry.com Operations Inc. | WONG, LUT | 2127 | §101§102§103 | Non-Final OA | — | Pending | Dec 20, 2022 |
| 18001174 | METHOD AND SYSTEM FOR SELECTING HIGHLIGHT SEGMENTS | Dropbox, Inc. | MILLER, RONDE LEE | 2663 | §102 | Final Rejection | 11d overdue | Pending | Dec 08, 2022 |
| 18060322 | SUBSTRATES AND BIOREACTORS FOR PREPARING A COMESTIBLE MEAT PRODUCT | UPSIDE FOODS, INC. | MOLOYE, TITILAYO | 1632 | §102§103§112Other | Non-Final OA | 33d | Pending | Nov 30, 2022 |
| 18059326 | GENERATING CLUSTER-SPECIFIC-SIGNAL CORRECTIONS FOR DETERMINING NUCLEOTIDE-BASE CALLS | Illumina, Inc. | ELKINS, BLAKE HARRISON | 1687 | §101§103§112DP | Non-Final OA | — | Pending | Nov 28, 2022 |
| 18055550 | PROTEIN STRUCTURE-BASED PROTEIN LANGUAGE MODELS | Illumina, Inc. | SMITH, JENNIFER JOY | 1685 | §101§103DP | Non-Final OA | — | Pending | Nov 15, 2022 |
| 17936099 | FAST GRAPH MODEL SELECTION VIA META-LEARNING | Adobe Inc. | RAHMAN, IBRAHIM | 2122 | §101§103 | Non-Final OA | — | Pending | Sep 28, 2022 |
| 17935497 | AUTOMATICALLY SWITCHING VARIANT ANALYSIS MODEL VERSIONS FOR GENOMIC ANALYSIS APPLICATIONS | Illumina, Inc. | GRAFF, SHARON LEVINE | 1687 | §101§103 | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17953293 | COMBINED AND TRANSFER LEARNING OF A VARIANT PATHOGENICITY PREDICTOR USING GAPPED AND NON-GAPPED PROTEIN SAMPLES | Illumina, Inc. | MOHANTA, PRAMOD KUMAR | 1686 | §103 | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17953286 | PREDICTING VARIANT PATHOGENICITY FROM EVOLUTIONARY CONSERVATION USING THREE-DIMENSIONAL (3D) PROTEIN STRUCTURE VOXELS | Illumina, Inc. | ASIAMAH, ABENA ASANTEWAA | 1685 | §101DP | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17935476 | FACILITATING SECURE EXECUTION OF EXTERNAL WORKFLOWS FOR GENOMIC SEQUENCING DIAGNOSTICS | Illumina, Inc. | GRAFF, SHARON LEVINE | 1687 | §101§103 | Non-Final OA | — | Pending | Sep 26, 2022 |
| 17947068 | INTER-MODEL PREDICTION SCORE RECALIBRATION DURING TRAINING | Illumina, Inc. | LUO, JAMMY NMN | 1686 | §101§103§112 | Non-Final OA | — | Pending | Sep 16, 2022 |
| 17929596 | GENERATING AND PROVIDING AN ACCOUNT PRIORITIZATION SCORE BY INTEGRATING EXPERIENCE DATA AND ORGANIZATION DATA | Qualtrics, LLC | BYRD, UCHE SOWANDE | 3624 | §101 | Final Rejection | — | Pending | Sep 02, 2022 |
| 17876481 | TRANSFER LEARNING-BASED USE OF PROTEIN CONTACT MAPS FOR VARIANT PATHOGENICITY PREDICTION | Illumina, Inc. | LEVERETT, MARY CHANG | 1687 | §101§103§112 | Non-Final OA | — | Pending | Jul 28, 2022 |
| 17876501 | DEEP LEARNING-BASED USE OF PROTEIN CONTACT MAPS FOR VARIANT PATHOGENICITY PREDICTION | Illumina, Inc. | ANDERSON-FEARS, KEENAN NEIL | 1687 | §101§103§112 | Non-Final OA | — | Pending | Jul 28, 2022 |
| 17812999 | IMAGE ANALYSIS FOR QUALITATIVE AND QUANTITATIVE ANALYSIS OF AGGLUTINATION SAMPLES | Nanospot.Ai, Inc. | OBISESAN, AUGUSTINE KUNLE | 2156 | §103 | Final Rejection | 31d overdue | Pending | Jul 15, 2022 |
| 17813003 | TEST CARD FOR AGGLUTINATION ASSAY TO BE ASSESSED WITH COMPUTER-IMPLEMENTED IMAGE ANALYSIS | Nanospot.Ai, Inc. | TURK, NEIL N | 1798 | §103§112 | Final Rejection | — | Pending | Jul 15, 2022 |
| 17810708 | UTILIZING COMPUTER MODELS TO DYNAMICALLY MATCH PROVIDER DEVICES AND PRIORITY REQUESTER DEVICES IN RESPONSE TO TIME PRIORITY AIRPORT TRANSPORTATION REQUESTS | Lyft, Inc. | CLARE, MARK C | 3628 | §101 | Final Rejection | — | Pending | Jul 05, 2022 |
| 17839387 | QUALITY SCORE CALIBRATION OF BASECALLING SYSTEMS | Illumina, Inc. | DARRIGRAND, EMILY ANN | 1686 | §103 | Final Rejection | 16d overdue | Pending | Jun 13, 2022 |
| 17838098 | SYSTEM AND METHODS FOR MANAGING SCHEDULES AND CALENDARS | Dropbox, Inc. | GARCIA-GUERRA, DARLENE | 3625 | §101 | Final Rejection | — | Pending | Jun 10, 2022 |
| 17804991 | DETERMINING TARGET POLICY PERFORMANCE VIA OFF-POLICY EVALUATION IN EMBEDDING SPACES | Adobe Inc. | VINCENT, DAVID ROBERT | 2123 | §101 | Final Rejection | 26d | Pending | Jun 01, 2022 |
| 17830316 | SELF-LEARNED BASE CALLER, TRAINED USING ORGANISM SEQUENCES | Illumina, Inc. | PLAYER, ROBERT AUSTIN | 1686 | §101§103§112Other | Non-Final OA | 10d overdue | Pending | Jun 01, 2022 |
| 17658009 | GENERATION OF CELL-BASED PRODUCTS FOR CONSUMPTION THAT COMPRISE PROTEINS FROM EXOTIC, ENDANGERED, AND EXTINCT SPECIES | The Upside Group Inc. | YAMASAKI, ROBERT J | 1657 | §103§112 | Final Rejection | 49d overdue | Pending | Apr 05, 2022 |
| 17558243 | APPARATUSES AND SYSTEMS FOR PREPARING A MEAT PRODUCT | UPSIDE FOODS, INC. | ESPERON, NATHAN GREGORY | 1799 | §103§112Other | Non-Final OA | 44d overdue | Pending | Dec 21, 2021 |
| 17556024 | GENERATING NETWORK COVERAGE IMPROVEMENT METRICS UTILIZING MACHINE-LEARNING TO DYNAMICALLY MATCH TRANSPORTATION REQUESTS | Lyft, Inc. | KOESTER, MICHAEL RICHARD | 3624 | §101 | Non-Final OA | 8d overdue | Pending | Dec 20, 2021 |
| 17523409 | TRANSITION TO AN ORGANIZATION DIRECTORY | Dropbox, Inc. | TO, BAOQUOC N | 2154 | §103§112 | Final Rejection | 2d overdue | Pending | Nov 10, 2021 |
| 17420582 | METHOD AND SYSTEM FOR PREDICTING DRUG BINDING USING SYNTHETIC DATA | Cyclica Inc. | PULLIAM, JOSEPH CONSTANTINE | 1687 | §103§112 | Non-Final OA | 48d | Pending | Jul 02, 2021 |
| 17348212 | METHODS AND SYSTEMS FOR ANALYZING IMAGE DATA | Illumina, Inc. | WOITACH, JOSEPH T | §101§103Other | Non-Final OA | — | Pending | Jun 15, 2021 | |
| 16953899 | PRIORITIZED TRANSPORTATION REQUESTS FOR A DYNAMIC TRANSPORTATION MATCHING SYSTEM | Lyft, Inc. | BOSWELL, BETH V | 3625 | §101 | Final Rejection | — | Pending | Nov 20, 2020 |
| 17034357 | INTELLIGENTLY SELECTING AND PROVIDING DESIGNATED INTERSECTION LOCATIONS FOR TRANSPORTATION REQUESTS | Lyft, Inc. | JOSEPH, TONYA S | 3628 | §101 | Non-Final OA | — | Pending | Sep 28, 2020 |
| 16827305 | UTILIZING A REQUESTOR DEVICE FORECASTING MODEL WITH FORWARD AND BACKWARD LOOKING QUEUE FILTERS TO PRE-DISPATCH PROVIDER DEVICES | Lyft, Inc. | ROTARU, OCTAVIAN | 3624 | §101 | Non-Final OA | — | Pending | Mar 23, 2020 |
| 16538475 | DESIGN OF MOLECULES | Recursion Pharmaceuticals Inc. | HAYES, JONATHAN EDWARD | 1685 | §103 | Final Rejection | 5d overdue | Pending | Aug 12, 2019 |
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