Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2126 2143 4100
This examiner grants 80% of resolved cases
Kuang Fu Chen, an examiner in Tech Center 4100 and Art Unit 2126, has 271 resolved cases. The allowance rate is 79.7%, which is very high. The median days to allowance is 1078, showing a standard timeline for successful prosecution. This 1078-day duration is a key metric for applicants in Art Unit 2126. The 79.7% rate suggests a high probability of success for well-prepared applications.
The interview lift is 69.0%, which is exceptionally high. This indicates that interviews are extremely effective at moving cases toward allowance, even with a 79.7% baseline. In Tech Center 4100, the 1078-day median pendency is a standard expectation. The 271 resolved cases provide a strong foundation for these metrics. The 69.0% lift is one of the most impactful figures in this profile.
Applicants should prioritize interviews given the 69.0% lift. The 79.7% allowance rate and 1078-day median to allowance are very favorable. With 271 resolved cases, this examiner's profile is very strong for applicants. Practitioners in Art Unit 2126 should use the 69.0% lift to navigate the 1078-day timeline more successfully.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18799608 | DISPLAY DEVICE AND OPERATING METHOD THEREOF | Non-Final OA | SAMSUNG ELECTRONICS CO.,LTD. |
| 18343303 | METHOD AND APPARATUS WITH NEURAL NETWORK TRAINING | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 18653651 | USER INTERFACES FOR MANAGING MEDIA | Non-Final OA | Apple Inc. |
| 18593751 | SYSTEMS AND METHODS FOR GENERATING NEW TRANSACTION FRAMEWORKS USING A MACHINE LEARNING MODEL | Non-Final OA | Wells Fargo Bank, N.A. |
| 18818722 | INFORMATION PROCESSING APPARATUS, SURVEY SYSTEM, AND ADJUSTMENT METHOD | Non-Final OA | NEC Corporation |
| 18649372 | MAP-BASED GRAPHICAL USER INTERFACE FOR MULTI-TYPE SOCIAL MEDIA GALLERIES | Non-Final OA | Snap Inc. |
| 18309376 | Task Learning System and Method, and Related Device | Final Rejection | Huawei Cloud Computing Technologies Co., Ltd. |
| 18651247 | DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR SELECTING IMPLEMENTATIONS FOR OPERATORS FOR A NEURAL NETWORK, IN PARTICULAR FOR PROVIDING A COMPUTING DEVICE | Non-Final OA | Robert Bosch GmbH |
| 18585803 | APPARATUS AND METHOD FOR PROCESSING SENSOR DATA, SENSOR SYSTEM | Non-Final OA | Robert Bosch GmbH |
| 18469166 | Method for Generating Additional Training Data for Training a Machine Learning Algorithm | Final Rejection | Robert Bosch GmbH |
| 18461577 | Method for Determining Training Data for Training a Model, in particular for Solving a Recognition Task | Final Rejection | Robert Bosch GmbH |
| 18067532 | METHODS AND APPARATUS FOR RELATED SEARCH WITHIN A BROWSER | Final Rejection | GOOGLE LLC |
| 18579328 | METHOD AND APPARATUS FOR TRAINING MACHINE LEARNING MODELS, COMPUTER DEVICE, AND STORAGE MEDIUM | Non-Final OA | SHANGHAI UNITED IMAGING HEALTHCARE CO., LTD. |
| 18169015 | Artificial Intelligence (AI)-Based Generation of In-App Asset Variations | Final Rejection | Sony Interactive Entertainment Inc. |
| 17854487 | MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION | Non-Final OA | Oracle International Corporation |
| 18564687 | METHODS AND APPARATUSES FOR TRAINING A MODEL BASED REINFORCEMENT LEARNING MODEL | Non-Final OA | Telefonaktiebolaget LM Ericsson (PUBL) |
| 18444747 | MULTIPLICATION-ACCUMULATION CIRCUIT USED IN A NODE OF ARTIFICIAL NEURAL NETWORK | Non-Final OA | MEDIATEK INC. |
| 18459536 | COMPUTATIONALLY CUSTOMIZING INSTRUCTIONAL CONTENT | Final Rejection | Microsoft Technology Licensing, LLC |
| 18493657 | SYSTEM AND METHOD FOR AUTO BINDING GRAPHICS TO COMPONENTS IN A BUILDING MANAGEMENT SYSTEM | Non-Final OA | Honeywell International Inc. |
| 18230056 | CONTROLLING AGENTS USING AUXILIARY PREDICTION NEURAL NETWORKS THAT GENERATE STATE VALUE ESTIMATES | Final Rejection | DeepMind Technologies Limited |
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