Prosecution Insights
Prosecution Insights
75 pending office actions • 43 art units • 70 examiners • 0 of 75 (0%) have an AI response strategy ready • 62 patents granted in the last 365 days
Based on the USPTO statutory response window for each pending office action. 28 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. 28 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 | 12 (16%) |
| §101 + other | 24 (32%) |
| §103 only | 21 (28%) |
| §102 only | 2 (3%) |
| Double-patenting only | 1 (1%) |
| Double-patenting + other | 1 (1%) |
| Multi-statute (no §101) | 13 (17%) |
| 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 |
|---|---|---|---|
| DAGNEW, SABA | 2 | 37.7% | +17.6% |
| MAY, ROBERT F | 2 | 74.2% | +31.3% |
| BLOOMQUIST, KEITH D | 2 | 62.8% | +18.3% |
| VANDERHORST, MARIA VICTORIA | 2 | 48.5% | +37.2% |
| COLE, BRANDON S | 2 | 79.3% | +7.3% |
| ALAM, SHAHID AL | 1 | 87.9% | +14.5% |
| UDDIN, MD I | 1 | 77.3% | +73.7% |
| LEROUX, ETIENNE PIERRE | 1 | 88.5% | +5.3% |
| VU, BAI DUC | 1 | 78.6% | +18.5% |
| PHAN, TUANKHANH D | 1 | 79.1% | +12.9% |
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 |
|---|---|---|---|
| 19268733 | TWO-STATE TIME-ENRICHED SYSTEM AND METHOD FOR QUERY CLUSTERING | LEROUX, ETIENNE PIERRE | — |
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 |
|---|---|---|---|
| 18075467 | PRESENTING CONTENT OF AN APPLICATION | CAO, PHUONG THAO | 51d overdue |
| 18539396 | SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES | OSMAN BILAL AHMED, AFAF | 45d overdue |
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 30d overdue |
| 18784402 | METHOD AND SYSTEM FOR SKETCH BASED SEARCH | MAY, ROBERT F | 19d overdue |
| 18300923 | METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING | LIN, ALLEN S | 18d overdue |
| 18081141 | METHOD AND SYSTEM FOR FILTERING CONTENT | MHEIR, ZUHEIR | 15d overdue |
| 18912976 | METHOD AND SYSTEM FOR SERVING PERSONALIZED CONTENT TO ENHANCE USER EXPERIENCE | TIV, BACKHEAN | 11d overdue |
| 18336346 | AUTOMATIC ANALYSIS OF DIGITAL MESSAGING CONTENT METHOD AND APPARATUS | SKHOUN, HICHAM | 10d 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 |
|---|---|---|---|
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 30d overdue |
| 18784402 | METHOD AND SYSTEM FOR SKETCH BASED SEARCH | MAY, ROBERT F | 19d overdue |
| 18664738 | SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT | BLOOMQUIST, KEITH D | 8d overdue |
| 18359385 | SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF | DAGNEW, SABA | 9d |
| 18779634 | SYSTEMS AND METHODS FOR GENERATING TRAVEL-RELATED RECOMMENDATIONS USING ELECTRONIC COMMUNICATION DATA | VANDERHORST, MARIA VICTORIA | 14d |
| 19294429 | METHOD AND SYSTEM FOR PRESENTING A SEARCH RESULT IN A SEARCH RESULT CARD | ALAM, SHAHID AL | — |
| 19280285 | METHOD AND SYSTEM FOR RECOMMENDING CONTENT | UDDIN, MD I | — |
| 19252685 | METHOD AND SYSTEM FOR PROVIDING CONTEXT BASED QUERY SUGGESTIONS | VU, BAI DUC | — |
| Art Unit | Apps |
|---|---|
| 3622 | 6 |
| 3621 | 4 |
| 2154 | 3 |
| 2653 | 3 |
| 3688 | 3 |
| 2153 | 2 |
| 2159 | 2 |
| 2655 | 2 |
| 2459 | 2 |
| 2171 | 2 |
| App # | Title | Examiner | Art Unit | Statutes | Status | Due in | AI | Filed |
|---|---|---|---|---|---|---|---|---|
| 19294429 | METHOD AND SYSTEM FOR PRESENTING A SEARCH RESULT IN A SEARCH RESULT CARD | ALAM, SHAHID AL | — | §101§103 | Non-Final OA | — | Pending | Aug 08, 2025 |
| 19280285 | METHOD AND SYSTEM FOR RECOMMENDING CONTENT | UDDIN, MD I | — | §103 | Non-Final OA | — | Pending | Jul 25, 2025 |
| 19268733 | TWO-STATE TIME-ENRICHED SYSTEM AND METHOD FOR QUERY CLUSTERING | LEROUX, ETIENNE PIERRE | — | §103 | Non-Final OA | — | Pending | Jul 14, 2025 |
| 19252685 | METHOD AND SYSTEM FOR PROVIDING CONTEXT BASED QUERY SUGGESTIONS | VU, BAI DUC | — | §101 | Non-Final OA | — | Pending | Jun 27, 2025 |
| 19238786 | METHOD AND SYSTEM FOR PROVIDING QUERY SUGGESTIONS BASED ON USER FEEDBACK | PHAN, TUANKHANH D | 2154 | §103 | Non-Final OA | — | Pending | Jun 16, 2025 |
| 19170680 | METHOD AND SYSTEM FOR STORING AND MANAGING DIGITAL ASSETS | SHAH, MEHULKUMAR J | — | §102§103 | Non-Final OA | — | Pending | Apr 04, 2025 |
| 19061517 | Email Review System | JOO, JOSHUA | — | §103Other | Non-Final OA | — | Pending | Feb 24, 2025 |
| 19047126 | SYSTEM AND METHOD FOR HIGH SCALE AUTORESPONDER VIA LARGE LANGUAGE MODELS | VOGT, JACOB BUI | 2653 | §103 | Non-Final OA | — | Pending | Feb 06, 2025 |
| 19008386 | EVALUATING EMAIL ACTIVITY | DAGNEW, SABA | 3621 | §101§103Other | Final Rejection | — | Pending | Jan 02, 2025 |
| 19003048 | SYSTEM AND METHOD FOR VERIFIED PREDICTIONS AND PERFORMANCE | GIULIANI, GIUSEPPI J | 2153 | §103Other | Non-Final OA | 22d | Pending | Dec 27, 2024 |
| 18981785 | SYSTEMS AND METHODS FOR AI-BASED ELECTRONIC MAIL MANAGEMENT | CHOUDHURY, RAQIUL A | 2444 | §102§103 | Final Rejection | — | Pending | Dec 16, 2024 |
| 18979738 | AI-ASSISTED CONTENT RENDERING MANAGEMENT AND RENDERING CONTROL TECHNIQUES | SOMERS, MARC S | 2159 | §103 | Non-Final OA | — | Pending | Dec 13, 2024 |
| 18965557 | SYSTEM AND METHOD FOR DEEP UNDERSTANDING LONG-TAIL QUERIES AND APPLICATIONS THEREOF | MAY, ROBERT F | 2154 | §101§103§112 | Final Rejection | — | Pending | Dec 02, 2024 |
| 18951826 | RETRIEVAL AUGMENTED MULTIPLE CHOICE QUESTION AND ANSWER GENERATION ON SEARCH QUERIES | MANOHARAN, SHASHIDHAR SHANKAR | 2655 | §101§103 | Non-Final OA | — | Pending | Nov 19, 2024 |
| 18917599 | SYSTEM AND METHOD FOR PROVIDING CATCH-UP CONTENT | ALRIYASHI, ABDULKADER MOHAMED | 2447 | §103§112 | Final Rejection | — | Pending | Oct 16, 2024 |
| 18912976 | METHOD AND SYSTEM FOR SERVING PERSONALIZED CONTENT TO ENHANCE USER EXPERIENCE | TIV, BACKHEAN | 2459 | §103§112Other | Non-Final OA | 11d overdue | Pending | Oct 11, 2024 |
| 18826271 | SYSTEMS AND METHODS FOR AUTOMATED MESSAGING MANAGEMENT | BLOOMQUIST, KEITH D | 2171 | §102§103 | Non-Final OA | — | Pending | Sep 06, 2024 |
| 18815244 | DOMAIN-BASED VISUALIZATIONS OF MESSAGING CONTENT | NAZAR, AHAMED I | — | §103 | Non-Final OA | — | Pending | Aug 26, 2024 |
| 18790773 | NEURAL CONTEXTUAL BANDIT BASED COMPUTATIONAL RECOMMENDATION METHOD AND APPARATUS | AIRAPETIAN, MILA | 3688 | DP | Final Rejection | — | Pending | Jul 31, 2024 |
| 18784402 | METHOD AND SYSTEM FOR SKETCH BASED SEARCH | MAY, ROBERT F | 2154 | §101§103Other | Non-Final OA | 19d overdue | Pending | Jul 25, 2024 |
| 18779634 | SYSTEMS AND METHODS FOR GENERATING TRAVEL-RELATED RECOMMENDATIONS USING ELECTRONIC COMMUNICATION DATA | VANDERHORST, MARIA VICTORIA | 3621 | §101§103Other | Final Rejection | 14d | Pending | Jul 22, 2024 |
| 18664738 | SYSTEM AND METHOD FOR PROVIDING CONTEXT OF WEB CONTENT | BLOOMQUIST, KEITH D | 2171 | §102§103 | Non-Final OA | 8d overdue | Pending | May 15, 2024 |
| 18661177 | NETWORK BASED RENDERING AND HOSTING SYSTEMS AND METHODS UTILIZING AN AGGREGATOR | NGUYEN, TIEN C | 3694 | §101§102Other | Non-Final OA | 27d | Pending | May 10, 2024 |
| 18643568 | ENHANCED MAIL OPERATIONS USING LARGE LANGUAGE MODELS | ISLAM, MOHAMMAD K | 2653 | §102 | Non-Final OA | 56d | Pending | Apr 23, 2024 |
| 18627506 | SYSTEM AND METHOD FOR RESPONDING TO USER QUERIES | IMMANUEL, ILSE I | 3699 | §101§103 | Final Rejection | — | Pending | Apr 05, 2024 |
| 18596015 | SYSTEMS AND METHODS FOR PERFORMING A VALUE ANALYSIS AND DISPLAYING A CORRESPONDING MODEL | SUBRAMANIAN, NARAYANSWAMY | 3691 | §101 | Non-Final OA | 5d overdue | Pending | Mar 05, 2024 |
| 18591501 | AUTOMATIC SEMANTIC SIMILARITY METHOD AND APPARATUS | HERZOG, MADHURI R | 2438 | DPOther | Final Rejection | — | Pending | Feb 29, 2024 |
| 18586295 | COMPUTERIZED SYSTEM AND METHOD FOR COLLABORATIVE ELECTRONIC DOCUMENT CREATION | AUGUSTINE, NICHOLAS | 2178 | §103 | Non-Final OA | 12d | Pending | Feb 23, 2024 |
| 18584428 | SYSTEM AND METHOD FOR SIMULTANEOUS TEMPORAL ATTENTION ZONE AND ACTION TYPE PREDICTION AND APPLICATIONS THEREOF | FLORES, LEON | 2676 | §101§102 | Non-Final OA | 8d overdue | Pending | Feb 22, 2024 |
| 18442144 | SYSTEM AND METHOD FOR AUTOMATIC SUMMARY GENERATION | SHEN, SAMUEL | 2179 | §103 | Final Rejection | 50d overdue | Pending | Feb 15, 2024 |
| 18427273 | SYSTEM AND METHOD FOR DOMAIN GENERALIZATION AND APPLICATIONS THEREOF | KAPOOR, DEVAN | — | §101§103 | Non-Final OA | — | Pending | Jan 30, 2024 |
| 18426690 | SYSTEM AND METHOD FOR GRAPH REPRESENTATION FOR HOUSEHOLDS AND APPLICATION THEREOF | MANDEL, MONICA A | 3622 | §101§103§112 | Final Rejection | — | Pending | Jan 30, 2024 |
| 18405400 | METHOD AND APPARATUS OF ANALYZING SOCIAL NETWORK DATA TO IDENTIFY A FINANCIAL MARKET TREND | HAMILTON, SARA CHANDLER | 3695 | §101Other | Non-Final OA | — | Pending | Jan 05, 2024 |
| 18539396 | SYSTEMS AND METHODS FOR AI-BASED GENERATION AND DELIVERY OF NETWORK RESOURCES | OSMAN BILAL AHMED, AFAF | 3622 | §101 | Final Rejection | 45d overdue | Pending | Dec 14, 2023 |
| 18539906 | SYSTEMS AND METHODS FOR AI-BASED DIGITAL CONTENT SCALING | VAN BRAMER, JOHN W | 3622 | §101§102§112 | Final Rejection | 7d | Pending | Dec 14, 2023 |
| 18539428 | SYSTEMS AND METHODS FOR AN AI-BASED CONTENT PLATFORM | CIRNU, ALEXANDRU | 3622 | §101 | Final Rejection | — | Pending | Dec 14, 2023 |
| 18538688 | SYSTEM AND METHOD FOR LEARNING STABLE MODELS | SCHNEE, HAL W | — | §103§112 | Non-Final OA | — | Pending | Dec 13, 2023 |
| 18528874 | SYSTEMS AND METHODS FOR SMART ENTITY CLONING | SONIFRANK, RICHA MISHRA | 2654 | §103 | Final Rejection | — | Pending | Dec 05, 2023 |
| 18528417 | SYSTEM AND METHOD FOR PROVIDING CUSTOMIZED PODCASTS | WOZNIAK, JAMES S | 2655 | §101§102§103 | Non-Final OA | — | Pending | Dec 04, 2023 |
| 18523040 | SYSTEM AND METHOD FOR AUTOMATIC STORYLINE CONSTRUCTION BASED ON DETERMINED BREAKING NEWS | HATCH, ANGELA MAIDA | 3626 | §101§103 | Non-Final OA | — | Pending | Nov 29, 2023 |
| 18487487 | SYSTEM AND METHOD FOR CONSISTENT CONTENT CATEGORIZATION VIA CONSISTENT SELF-TRAINING | RAWLINGS, ZANE ALEXANDER | 4100 | §101§102 | Non-Final OA | — | Pending | Oct 16, 2023 |
| 18476439 | SYSTEMS AND METHODS FOR MESSAGE AUTOMATION | GEORGANDELLIS, ANDREW C | 2459 | §103 | Non-Final OA | — | Pending | Sep 28, 2023 |
| 18476380 | SYSTEMS AND METHODS FOR ACTION SUGGESTIONS | HASSAN, ALI MOHAMAD | 2653 | §103 | Non-Final OA | — | Pending | Sep 28, 2023 |
| 18475869 | SYSTEM AND METHOD FOR DYNAMIC CREATIVE OPTIMIZATION VIA GENERATIVE AI | WOODWORTH, II, ALLAN J | 3622 | §101§103 | Final Rejection | — | Pending | Sep 27, 2023 |
| 18452911 | AUTOMATIC INTELLIGENT SERVICE REQUEST MANAGEMENT METHOD AND APPARATUS | VIG, NARESH | 3622 | §101§103§112 | Non-Final OA | — | Pending | Aug 21, 2023 |
| 18365949 | METHOD AND SYSTEM FOR GROUP COMMUNICATION ACROSS ELECTRONIC MAIL USERS AND FEATURE PHONE USERS | KELLEY, STEVEN SHAUN | 2646 | §103§112 | Non-Final OA | 15d | Pending | Aug 04, 2023 |
| 18359385 | SYSTEM AND METHOD FOR FLOW PREFERENCE VIA WATERFALLING MECHANISM AND APPLICATIONS THEREOF | DAGNEW, SABA | 3621 | §101 | Final Rejection | 9d | Pending | Jul 26, 2023 |
| 18359089 | SYSTEMS AND METHODS FOR IMPROVING TERM GENERATION USING HEURISTIC REFINEMENT AND DEEP LEARNING | WEAVER, ADAM MICHAEL | 2658 | §103 | Non-Final OA | — | Pending | Jul 26, 2023 |
| 18351939 | SYSTEM AND METHOD FOR NON-PARAMETRIC BID-FLOOR OPTIMIZATION IN AUCTIONS AND APPLICATIONS THEREOF | VANDERHORST, MARIA VICTORIA | 3621 | §101§103 | Non-Final OA | 30d overdue | Pending | Jul 13, 2023 |
| 18217573 | AUTOMATED IDENTIFICATION AND UTILIZATION OF SEMANTIC INFORMATION FOR CONTENT ITEMS | MOORE, URIAH VENDELL | 2142 | §102§103 | Non-Final OA | — | Pending | Jul 02, 2023 |
| 18336346 | AUTOMATIC ANALYSIS OF DIGITAL MESSAGING CONTENT METHOD AND APPARATUS | SKHOUN, HICHAM | 2164 | §101§103§112 | Final Rejection | 10d overdue | Pending | Jun 16, 2023 |
| 18321480 | SYSTEM AND METHOD FOR REAL-TIME DISCOVERY OF RELATED PRODUCTS IN MEDIA CONTENT VIA DEEP LEARNING | MISIASZEK, MICHAEL | 3688 | §101 | Non-Final OA | — | Pending | May 22, 2023 |
| 18320350 | SYSTEM AND METHOD FOR IDENTIFYING LONG-TAIL TOPICS AND CONTENT AND APPLICATIONS THEREOF | WU, TONY | 2166 | §101 | Final Rejection | 14d | Pending | May 19, 2023 |
| 18309785 | NETWORK BASED PROVISION OF RENDERING AND HOSTING SYSTEMS | JAMES, GREGORY MARK | 3692 | §101§103 | Non-Final OA | 34d | Pending | Apr 29, 2023 |
| 18300923 | METHOD AND SYSTEM FOR DATA INDEXING AND REPORTING | LIN, ALLEN S | 2153 | §101§112 | Non-Final OA | 18d overdue | Pending | Apr 14, 2023 |
| 18297176 | COMPUTERIZED SYSTEMS AND METHODS FOR LOCATION-BASED CONTENT FILTERING AND DELIVERY | PRESTON, ASHLEY DAWN | 3688 | §101 | Final Rejection | — | Pending | Apr 07, 2023 |
| 18175249 | SYSTEM AND METHOD FOR LARGE-SCALE MULTI-LABEL LEARNING USING INCOMPLETE LABEL ASSIGNMENTS | MRABI, HASSAN | 2147 | §103Other | Non-Final OA | — | Pending | Feb 27, 2023 |
| 18158404 | SYSTEM AND METHOD FOR DEMOGRAPHICS/INTERESTS PREDICTION USING DATA FROM DIFFERENT SOURCES AND APPLICATION THEREOF | PUJOLS-CRUZ, MARJORIE | 3624 | §101§103 | Non-Final OA | — | Pending | Jan 23, 2023 |
| 18081141 | METHOD AND SYSTEM FOR FILTERING CONTENT | MHEIR, ZUHEIR | 2198 | §102§103 | Non-Final OA | 15d overdue | Pending | Dec 14, 2022 |
| 18075467 | PRESENTING CONTENT OF AN APPLICATION | CAO, PHUONG THAO | 2164 | §103§112 | Final Rejection | 51d overdue | Pending | Dec 06, 2022 |
| 18072083 | SYSTEM AND METHOD FOR COMPUTING EXACT SUCCESS PROBABILITY FOR QUANTILE ESTIMATION | COLE, BRANDON S | 2128 | §101§103 | Final Rejection | — | Pending | Nov 30, 2022 |
| 17821618 | ELECTRONIC MESSAGING INFORMATION EXTRACTION METHOD AND APPARATUS | JAKOVAC, RYAN J | 2445 | §103 | Final Rejection | — | Pending | Aug 23, 2022 |
| 17827364 | SYSTEM AND METHOD FOR INTEGRATED LARGE-SCALE AUDIENCE TARGETING VIA AUGMENTED HETEROGENEOUS SUBSYSTEMS | GONZALES, VINCENT | 2124 | §103Other | Non-Final OA | — | Pending | May 27, 2022 |
| 17827431 | SYSTEM AND METHOD FOR INTEGRATING MULTIPLE EXPERT PREDICTIONS IN A NONLINEAR FRAMEWORK VIA LEARNING | MAUNI, HUMAIRA ZAHIN | 2141 | §103§112 | Non-Final OA | — | Pending | May 27, 2022 |
| 17827400 | SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS | COLE, BRANDON S | 2128 | §101 | Final Rejection | 7d | Pending | May 27, 2022 |
| 17744343 | COMPUTERIZED SYSTEM AND METHOD FOR KEY EVENT DETECTION USING DENSE DETECTION ANCHORS | VARNDELL, ROSS E | 2674 | §103 | Final Rejection | — | Pending | May 13, 2022 |
| 17711547 | SYSTEM AND METHOD FOR JOINT PREDICTIVE MODELING OF MULTIPLE TARGETING SEGMENTS | SANKS, SCHYLER S | 2100 | §101§103 | Final Rejection | — | Pending | Apr 01, 2022 |
| 17450195 | SYSTEMS AND METHODS FOR MOBILE APPLICATION REQUESTS OF PHYSICAL FACILITIES | LOFTIS, JOHNNA RONEE | 3625 | §101 | Final Rejection | 6d | Pending | Oct 07, 2021 |
| 17470677 | SYSTEM AND METHOD FOR BOUNDING MEANS OF DISCRETE-VALUED DISTRIBUTIONS | HALE, BROOKS T | 2166 | §101 | Final Rejection | — | Pending | Sep 09, 2021 |
| 17143251 | COMPUTERIZED SYSTEM AND METHOD FOR MULTI-CLASS, MULTI-LABEL CLASSIFICATION OF ELECTRONIC MESSAGES | BORISSOV, IGOR N | 3685 | §102 | Final Rejection | — | Pending | Jan 07, 2021 |
| 17138148 | SYSTEM AND METHOD FOR TEXT STRUCTURING VIA LANGUAGE MODELS | ORTIZ SANCHEZ, MICHAEL | 2656 | §103 | Final Rejection | 55d | Pending | Dec 30, 2020 |
| 17083093 | SYSTEM AND METHOD FOR DEEP CUSTOMIZED NEURAL NETWORKS FOR TIME SERIES FORECASTING | TRAN, AMY NMN | 2126 | §103 | Final Rejection | — | Pending | Oct 28, 2020 |
| 16740658 | METHOD AND SYSTEM FOR DISPLAYING EMAIL MESSAGES | BASOM, BLAINE T | 2141 | Other | Non-Final OA | 23d | Pending | Jan 13, 2020 |
| 16727219 | GENERATING FULL METADATA FROM PARTIAL DISTRIBUTED METADATA | LE, MICHAEL | 2163 | §103§112 | Final Rejection | 3d overdue | Pending | Dec 26, 2019 |
| 15237970 | METHOD AND SYSTEM FOR MULTI-LABEL PREDICTION | LO, ANN J | 2159 | §103 | Final Rejection | 34d | Pending | Aug 16, 2016 |
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