Tech Center 3600 • Art Units: 2161 2163 3629
This examiner grants 84% of resolved cases
Tuan A Pham has resolved 725 cases in Art Unit 2161 of Tech Center 3600. The allowance rate is 83.6 percent, showing a high degree of success for applicants in this technology area. This 83.6 percent rate indicates that more than eight out of ten cases reach a grant. The 725 resolved cases provide a statistically significant basis for these performance metrics. Practitioners can expect a consistent and generally favorable prosecution environment for their applications.
The interview lift of 27.0 percent is quite significant, indicating that interviews are a powerful tool for securing an allowance. This 27.0 percent lift suggests that the examiner is very responsive to the arguments and clarifications presented during verbal discussions. The median days to allowance is 989, which is a typical duration for the complex systems often found in this tech center. Practitioners should prioritize interviews to capitalize on this 27.0 percent increase in allowance probability. The combination of an 83.6 percent allowance rate and a 27.0 percent interview lift provides a very positive outlook.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18582349 | SPLIT KEY AND VALUE SELF-ATTENTION MACHINE LEARNING | Non-Final OA | Samsung Electronics Co., Ltd. |
| 18675539 | SYSTEMS AND METHODS FOR OPTIMIZING LARGE LANGUAGE MODEL BASED APPLICATIONS | Non-Final OA | Verizon Patent and Licensing Inc. |
| 18757868 | FILE SHARING AND TRANSFER IN A SECURE DEVICE ECOSYSTEM | Non-Final OA | QUALCOMM Incorporated |
| 18395311 | METHODS AND APPARATUS FOR RECOMMENDATION SYSTEMS WITH ANONYMIZED DATASETS | Non-Final OA | Intel Corporation |
| 18223134 | FINE-TUNED MODEL TO SOURCE FOUNDATION MODEL ATTRIBUTION | Final Rejection | International Business Machines Corporation |
| 18947827 | METHODS AND SYSTEMS FOR PROVIDING PERSISTENT STORAGE | Non-Final OA | Comcast Cable Communications, LLC |
| 19018306 | SEARCHING FOR IMAGES USING GENERATED IMAGES | Non-Final OA | Adobe Inc. |
| 18882162 | CONTENT ITEM PURGING | Non-Final OA | Dropbox, Inc. |
| 18992907 | SYSTEM AND METHOD TO OVERCOME DATA RACE CONDITIONS IN A DATABASE | Non-Final OA | JIO PLATFORMS LIMITED |
| 18775496 | BACKUP DATA MIGRATION | Non-Final OA | Kyndryl, Inc. |
| 18111875 | Methods of Profiling Mass Spectral Data Using Neural Networks | Final Rejection | THE TRANSLATIONAL GENOMICS RESEARCH INSTITUTE |
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