Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2124 2125 2144 2147 2148 2182 4100
This examiner grants 71% of resolved cases
Gwynevere Amelia Deterding is an examiner in Art Unit 2124 of Tech Center 4100. Her current data includes 7 resolved cases, which results in an allowance rate of 71.4 percent. The median days to allowance is 1229, suggesting the time commitment for a grant. This timeline and the Tech Center 4100 designation provide a baseline for applicants entering prosecution and managing their expectations.
The data shows a 35.7 percent interview lift, indicating that interviews are a tool for applicants working with this examiner. This lift suggests that direct communication can enhance the 71.4 percent allowance rate. Practitioners should consider the 1229-day median pendency and the 35.7 percent lift when planning their approach for the 7 resolved cases handled by this examiner. These metrics are key for navigating the specific environment of Art Unit 2124 and achieving a successful outcome.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18176216 | DEEP NEURAL NETWORK MODEL COMPRESSION | Non-Final OA | NXP B.V. |
| 18327952 | MODEL TRAINING METHOD, DATA PROCESSING METHOD, AND APPARATUS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 18126808 | ANOMALY ANALYSIS USING A BLOCKCHAIN, AND APPLICATIONS THEREOF | Final Rejection | Capital One Services, LLC |
| 17504282 | DEEP NEURAL NETWORK OPTIMIZATION SYSTEM FOR MACHINE LEARNING MODEL SCALING | Non-Final OA | Intel Corporation |
| 18491048 | METHOD AND APPARATUS FOR PROCESSING PREDICTIVE SPATIOTEMPORAL QUERY BASED ON SYNTHETIC DATA | Final Rejection | ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE |
| 18636481 | METHOD OF TRAINING MACHINE LEARING MODEL FOR MANAGING PROMPTS | Non-Final OA | International Business Machines Corporation |
| 18584099 | ACCELERATED MACHINE LEARNING | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18464336 | MODULAR HYPERVECTOR FACTORIZATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18452969 | LEARNING RELATIONS IN MULTI-RELATIONAL GRAPHS IN GRAPH NEURAL NETWORKS | Non-Final OA | International Business Machines Corporation |
| 18651403 | SYSTEM AND METHOD FOR TRAINING A RESPONSE-GENERATING MODEL | Non-Final OA | State Farm Mutual Automobile Insurance Company |
| 18615835 | EVALUATING LABELED SENSOR REPRESENTATIONS FOR MACHINE LEARNING SYSTEMS AND APPLICATIONS | Non-Final OA | NVIDIA Corporation |
| 18378508 | TECHNIQUES FOR ENERGY USAGE ESTIMATION IN COMPUTING SYSTEMS | Non-Final OA | Red Hat, Inc. |
| 17860019 | SYSTEMS AND METHODS FOR MEDIA DISCOVERY | Non-Final OA | Spotify AB |
| 17378844 | AUTONOMIC DETECTION AND CORRECTION OF ARTIFICIAL INTELLIGENCE MODEL DRIFT | Final Rejection | DELL PRODUCTS L.P. |
| 18209477 | MACHINE LEARNING DEVICE, ROBOT SYSTEM, AND MACHINE LEARNING METHOD FOR LEARNING OBJECT PICKING OPERATION | Final Rejection | Preferred Networks, Inc. |
| 18323364 | TRANSFORMER-BASED SURROGATE MODEL MODULE FOR ELECTRIC CIRCUIT PERFORMANCE MODELING | Final Rejection | NEW JERSEY INSTITUTE OF TECHNOLOGY |
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