Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2121 2123 2124 2126 2129 2164 4100
This examiner grants 61% of resolved cases
Oluwatosin O Alabi is an examiner in Tech Center 4100, Art Unit 2121. The examiner has 224 resolved cases. The allowance rate for these cases is 60.7 percent. The median days to allowance is 1432, which is the time required for those cases to be granted. These figures offer a basis for evaluating prosecution strategies in this art unit.
The interview lift for this examiner is 22.5 percent. This figure shows the added probability of allowance associated with conducting an interview. The 22.5 percent lift is lower than the 60.7 percent allowance rate. With 224 resolved cases, the data provides a volume of outcomes for practitioners to analyze. The 1432 days to allowance serves as a benchmark for the duration of the prosecution process in Art Unit 2121. These figures assist in planning strategies for applications in Tech Center 4100.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18531119 | APPARATUS AND METHOD WITH HYBRID QUANTUM-CLASSICAL NEURAL NETWORK ARCHITECTURE GENERATION | Final Rejection | Samsung Electronics Co., Ltd. |
| 17945978 | METHOD AND DEVICE FOR COMPRESSING GENERATIVE PRE-TRAINED LANGUAGE MODELS VIA QUANTIZATION | Final Rejection | Huawei Technologies Co., Ltd. |
| 17837398 | Systems and Methods for Implicit Rate-Constrained Optimization of Non-Decomposable Objectives | Final Rejection | Google LLC |
| 18422503 | SYSTEMS AND METHODS FOR DETERMINING USER GUIDANCE BASED ON LONGEVITY | Non-Final OA | Capital One Services, LLC |
| 18429263 | EXECUTION-BASED FEEDBACK-ENHANCED LARGE LANGUAGE MODEL FOR TEST GENERATION | Non-Final OA | Oracle International Corporation |
| 18654691 | MULTI-TASK MACHINE LEARNING ARCHITECTURES AND TRAINING PROCEDURES | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18370227 | FEDERATED LEARNING WITH NEURAL GRAPHICAL MODELS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18122575 | MULTI-STAGE MACHINE LEARNING MODEL CHAINING | Final Rejection | Microsoft Technology Licensing, LLC |
| 18229886 | METHOD FOR TEACHING AN ELECTRONIC COMPUTING DEVICE, A COMPUTER PROGRAM PRODUCT, A COMPUTER-READABLE STORAGE MEDIUM AS WELL AS AN ELECTRONIC COMPUTING DEVICE | Final Rejection | Siemens Aktiengesellschaft |
| 17873279 | DETECTING AUDIBLE REACTIONS DURING VIRTUAL MEETINGS | Non-Final OA | Zoom Video Communications, Inc. |
| 17465398 | SYSTEMS AND METHODS FOR TRAINING AND USING MACHINE LEARNING MODELS AND ALGORITHMS | Non-Final OA | FORD GLOBAL TECHNOLOGIES, LLC |
| 17933806 | MACHINE-LEARNING TECHNIQUES FOR REPRESENTING ITEMS IN A SPECTRAL DOMAIN | Non-Final OA | NVIDIA CORPORATION |
| 17901216 | LEARNING DEVICE UNIT | Final Rejection | Preferred Networks, Inc. |
| 18620288 | METHOD AND SYSTEM FOR CLASSIFICATION | Non-Final OA | II-VI Delaware, Inc. |
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