Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2127 2144 2147 2164 2176 2177 2487 4100
This examiner grants 78% of resolved cases
Hassan Mrabi is an examiner in Tech Center 4100 and Art Unit 2127. He has 381 resolved cases, with an allowance rate of 78.0 percent. The median days to allowance is 1023. These figures indicate a favorable environment for applicants and provide a clear expectation for the duration of the process.
The interview lift is 33.3 percent, which is a substantial positive figure. This lift suggests that interviews are effective in Art Unit 2127 compared to the 78.0 percent baseline. A 33.3 percent increase in the allowance rate when an interview is conducted is a strong incentive for practitioners to engage with the examiner.
With 381 resolved cases, the allowance rate and 1023 day median are well-supported metrics. The interview lift is a key strategic insight for managing the prosecution process. These figures together suggest that an interview can significantly improve the chances of obtaining an allowance with this examiner.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18592250 | SEQUENTIAL CUSTOMIZATION OF TEXT-TO-IMAGE DIFFUSION MODELS OR OTHER MACHINE LEARNING MODELS | Non-Final OA | Samsung Electronics Co., Ltd. |
| 17877742 | METHODS, SYSTEMS, AND MEDIA FOR BI-MODAL UNDERSTANDING OF NATURAL LANGUAGES AND NEURAL ARCHITECTURES | Non-Final OA | HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD. |
| 18312663 | METHODS FOR DEEP ARTIFICIAL NEURAL NETWORKS FOR SIGNAL ERROR CORRECTION | Final Rejection | Life Technologies Corporation |
| 18540334 | DYNAMIC CONFIGURATION OF A DATA PROCESSING SYSTEM | Non-Final OA | Capital One Services, LLC |
| 18565414 | ACTIVATION BUFFER ARCHITECTURE FOR DATA-REUSE IN A NEURAL NETWORK ACCELERATOR | Non-Final OA | QUALCOMM Incorporated |
| 18262718 | KERNEL-GUIDED ARCHITECTURE SEARCH AND KNOWLEDGE DISTILLATION | Final Rejection | QUALCOMM Incorporated |
| 17767688 | DEVELOPING MACHINE-LEARNING MODELS | Final Rejection | Telefonaktiebolaget LM Ericsson (publ) |
| 18328977 | DETERMINING MISSING RELATIONSHIP INFORMATION AND AUGMENTING A KNOWLEDGE GRAPH | Non-Final OA | International Business Machines Corporation |
| 18279478 | SEARCH APPARATUS, SEARCH METHOD, AND SEMICONDUCTOR DEVICE MANUFACTURING SYSTEM | Non-Final OA | Hitachi High-Tech Corporation |
| 18175249 | SYSTEM AND METHOD FOR LARGE-SCALE MULTI-LABEL LEARNING USING INCOMPLETE LABEL ASSIGNMENTS | Non-Final OA | YAHOO ASSETS LLC |
| 18378491 | METHOD FOR KNOWLEDGE GRAPH EMBEDDING USING NUMERIC DATA AND HYPER-RELATIONAL INFORMATION AND SYSTEM THEREOF | Non-Final OA | KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY |
| 18326885 | FEDERATED LEARNING SIMULATOR FOR FLEXIBLE LOCAL AND GLOBAL TRAINING | Final Rejection | Dell Products L.P. |
| 18524989 | ELECTRONIC DEVICE AND METHOD OF ELECTRONIC DEVICE GENERATING PREDICTIVE MODEL BASED ON CLASSIFICATION OF PATTERNS OF TIME-SERIES DATA TO WHICH PRE-PROCESSING PIPELINE HAS BEEN APPLIED | Non-Final OA | Korea Electronics Technology Institute |
| 18698218 | DEMONSTRATION-DRIVEN REINFORCEMENT LEARNING | Non-Final OA | DeepMind Technologies Limited |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
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