Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2123 2126 2142
This examiner grants 40% of resolved cases
Skieler Alexander Kowalik is an examiner in Tech Center 2100 and Art Unit 2123, where the examiner has 13 resolved cases. The data shows an allowance rate of 38.5 percent and an interview lift of 88.9 percent. This lift indicates that applicants who conduct an interview see a higher probability of allowance than the baseline. The 88.9 percent interview lift suggests that direct communication is a tool for navigating the process.
The median days to allowance for these 13 resolved cases is 1455. Practitioners should factor this 1455-day timeline into their prosecution strategy. The 38.5 percent allowance rate provides a baseline for success in this art unit. With the resolved cases, the data offers a look at the examiner's historical performance.
In Art Unit 2123, the median days to allowance represents the time required to reach a grant. The interview lift is a metric for applicants to consider when deciding whether to engage the examiner directly. These figures establish the current prosecution environment for this examiner in Tech Center 2100.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17974089 | SERVER AND METHOD FOR PROVIDING RECOMMENDATION CONTENT | Final Rejection | SAMSUNG ELECTRONICS CO., LTD. |
| 17637120 | ROBUSTNESS EVALUATION DEVICE, ROBUSTNESS EVALUATION METHOD AND RECORDING MEDIUM | Final Rejection | NEC Corporation |
| 18596134 | Method for Training Artificial Intelligence Model and Related Device | Non-Final OA | Huawei Technologies Co., Ltd. |
| 18154523 | MULTI-GRAPH CONVOLUTION COLLABORATIVE FILTERING | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 17932809 | FEDERATED LEARNING SURROGATION WITH TRUSTED SERVER | Non-Final OA | QUALCOMM Incorporated |
| 18176374 | Providing Fairness in Fine-Tuning of Pre-Trained Language Models | Non-Final OA | Oracle International Corporation |
| 18686916 | INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND PROGRAM | Non-Final OA | Nippon Telegraph and Telephone Corporation |
| 18054451 | MIXTURE-OF-EXPERTS LAYER WITH DYNAMIC GATING | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18731832 | CONSTRAINED STRUCTURED DATA GENERATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17690762 | PERFORMING KNOWLEDGE GRAPH EMBEDDING USING A PREDICTION MODEL | Non-Final OA | International Business Machines Corporation |
| 18064685 | EFFICIENT GENERATION OF AN EXTRAPOLATED INDICATION ASSOCIATED WITH A SUBSEQUENT EVENT WITHOUT REDUNDANCY | Non-Final OA | Truist Bank |
| 17550650 | SELECTING DIFFERENTIAL PRIVACY PARAMETERS IN NEURAL NETWORKS | Non-Final OA | SAP SE |
| 18066254 | MACHINE LEARNING MODELS FOR DATA DEVELOPMENT AND PROVIDING USER INTERACTION POLICIES | Final Rejection | Dexcom, Inc. |
| 17947117 | MACHINE LEARNING-BASED USER SELECTION PREDICTION BASED ON SEQUENCE OF PRIOR USER SELECTIONS | Non-Final OA | Home Depot Product Authority, LLC |
| 18347323 | Method and System for Solving QUBO Problems with Hybrid Classical-Quantum Solvers | Non-Final OA | Terra Quantum AG |
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