Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2100 2124 2125 2129 2172 2182 2853 4100
This examiner grants 91% of resolved cases
Alan S. Chen, an examiner in Tech Center 4100, has a high volume of 1152 resolved cases with an allowance rate of 91.0%. This exceptionally high rate in Art Unit 2100 suggests a very favorable environment for patent grants. The median time to allowance is 1005 days, which provides a clear expectation for the duration of the prosecution process. Practitioners can rely on the 1005-day figure when planning their timelines for the 1152 resolved cases.
The interview lift of 6.7% indicates a small but positive impact on the 91.0% allowance rate. This suggests that while the examiner is already highly likely to allow a case, an interview can still provide a slight advantage. The 1152 resolved cases in Tech Center 4100 offer a robust dataset for evaluating these trends. The 6.7% lift is a useful tool for resolving specific issues that may arise during the 1005-day median pendency.
In Art Unit 2100, the 91.0% allowance rate and the 1005-day median time to allowance point toward an efficient and successful prosecution path. The 1152 resolved cases reflect a consistent and predictable approach by Examiner Chen. Applicants should factor the 6.7% interview lift into their strategy to ensure the best possible outcome within the 1005-day window.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17712132 | PREDICTING TARGETED REDEMPTION EVENTS USING TRAINED ARTIFICIAL-INTELLIGENCE PROCESSES | Final Rejection | The Toronto-Dominion Bank |
| 18758605 | Neural Network Architecture Search Method, Apparatus and Device, and Storage Medium | Non-Final OA | Huawei Cloud Computing Technologies Co., Ltd. |
| 18532392 | Generation of Video for a Location Via a Generative Machine-Learned Model | Final Rejection | Google LLC |
| 18124397 | FAILURE FEEDBACK SYSTEM FOR ENHANCING MACHINE LEARNING ACCURACY BY SYNTHETIC DATA GENERATION | Non-Final OA | Capital One Services, LLC |
| 18407302 | EFFICIENT ATTENTION MECHANISMS FOR MACHINE LEARNING APPLICATIONS | Non-Final OA | QUALCOMM Incorporated |
| 18411954 | ENHANCING HYDROCARBON PRODUCTION | Non-Final OA | Saudi Arabian Oil Company |
| 18220761 | SYSTEMS AND METHODS FOR OBJECT MATCHING AND SUBSTITUTION | Non-Final OA | Walmart Apollo, LLC |
| 18440453 | GRAPH NEURAL NETWORK WITH POINTED DIRECTIONAL MESSAGE PASSING | Non-Final OA | PAYPAL, INC. |
| 18217929 | AUTOMATED MACHINE LEARNING PRE-TRAINED MODEL SELECTOR | Final Rejection | Amazon Technologies, Inc. |
| 18640373 | Placing Content In Compatible Metaverse Environments | Non-Final OA | Oracle International Corporation |
| 18578406 | System, Method, and Computer Program Product for Segmentation Using Knowledge Transfer Based Machine Learning Techniques | Non-Final OA | Visa International Service Association |
| 18494141 | TIME-SERIES FORECASTING AND MACHINE-LEARNING MODEL PARAMETER OPTIMIZATION | Non-Final OA | International Business Machines Corporation |
| 18597851 | MACHINE LEARNING-BASED ADJUSTMENT OF MEMORY CONFIGURATION PARAMETERS | Non-Final OA | Micron Technology, Inc. |
| 18419950 | SYSTEMS AND METHODS FOR PREDICTIVE LAYER PROVISIONING | Non-Final OA | Dell Products L.P. |
| 18487923 | EXTRACTING ACTIONABLE SELF-EXPLANATIONS FROM VARIATIONAL AUTOENCODER LATENT SPACE IN USER AND ENTITY BEHAVIOR ANOMALY DETECTION | Non-Final OA | Dell Products L.P. |
| 18406995 | CONTROLLING AGENTS USING AMORTIZED Q LEARNING | Non-Final OA | DeepMind Technologies Limited |
| 18777984 | DEVICE AND METHOD FOR PRIVACY-PRESERVING ECG DATA COLLECTION FOR ARRHYTHMIA CLASSIFICATION | Non-Final OA | KOREA UNIVERSITY RESEARCH AND BUSINESS FOUNDATION |
| 18392430 | METHOD AND APPARATUS FOR CERTIFICATION OF FACTS | Non-Final OA | Factify, a Delaware Corporation |
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