Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2147
This examiner grants 27% of resolved cases
Examiner Paul Michael Galvin-Siebenaler operates within Art Unit 2147 of Tech Center 2100, where he has managed 11 resolved cases. His allowance rate currently stands at 27.3 percent, indicating a challenging path to grant for applications in this specific queue. Practitioners should note that the median days to allowance is 1412, suggesting a prolonged prosecution timeline for successful filings. This duration reflects the time required to navigate the examiner's requirements in Art Unit 2147.
Conducting an interview appears to be a highly effective strategy for this examiner, as evidenced by an interview lift of 27.8 percent. This significant increase in the likelihood of allowance following a personal discussion provides a clear tactical recommendation for overcoming initial rejections. Given the limited volume of 11 resolved cases, these metrics reflect a specific subset of outcomes within the examiner's broader portfolio. The 27.3 percent allowance rate and the 27.8 percent interview lift together suggest that while the baseline for success is low, proactive communication is a vital tool. Navigating the 1412-day median pendency requires patience and a focused approach to resolving examiner concerns.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18667147 | NEURAL NETWORK STRUCTURE PROPOSAL DEVICE AND NEURAL NETWORK STRUCTURE PROPOSAL METHOD | Non-Final OA | NEC Corporation |
| 17902632 | METHOD AND SYSTEM FOR SPLITTING AND BIT-WIDTH ASSIGNMENT OF DEEP LEARNING MODELS FOR INFERENCE ON DISTRIBUTED SYSTEMS | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 17916225 | METHODS AND SYSTEMS TO TRAIN ARTIFICIAL INTELLIGENCE MODULES | Non-Final OA | Orange |
| 17650669 | DETECTING ROBUSTNESS OF MACHINE LEARNING MODELS IN CLINICAL WORKFLOWS | Non-Final OA | SIEMENS HEALTHINEERS AG |
| 17985150 | CONTROL DEVICE FOR PREDICTING A DATA POINT FROM A PREDICTOR AND A METHOD THEREOF | Non-Final OA | SIGNIFY HOLDING B.V. |
| 17723831 | MANAGING A REQUEST RATE OF A SHARED RESOURCE WITH A DISTRIBUTED LEDGER | Non-Final OA | Oracle International Corporation |
| 18683948 | COMPONENTS DEVIATION DETERMINATIONS | Non-Final OA | Hewlett-Packard Development Company, L.P. |
| 18203888 | GROUP RECOMMENDATION BASED ON TOPIC CLUSTERING | Final Rejection | Microsoft Technology Licensing, LLC |
| 18325790 | PERFORMING DYNAMIC SPARSE COMPUTATION ON DENSE COMPUTATION-EFFICIENT COMPUTING DEVICES | Final Rejection | Microsoft Technology Licensing, LLC |
| 18077730 | SYNTHETIC CLASSIFICATION DATASETS BY OPTIMAL TRANSPORT INTERPOLATION | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18125553 | SPIKE NEURAL NETWORK CIRCUIT | Non-Final OA | Electronics and Telecommunications Research Institute |
| 18612073 | ADAPTIVE PROMPT VIRTUALIZATION | Non-Final OA | International Business Machines Corporation |
| 17540660 | PRIVACY-PRESERVING CLASS LABEL STANDARDIZATION IN FEDERATED LEARNING SETTINGS | Final Rejection | International Business Machines Corporation |
| 17493652 | HUMAN ROBOT COLLABORATION FOR FLEXIBLE AND ADAPTIVE ROBOT LEARNING | Final Rejection | Hitachi, Ltd. |
| 18618655 | SYSTEM AND METHOD FOR REQUIREMENTS RECOGNITION FOR SYSTEM-ON-A-CHIP VERIFICATION | Non-Final OA | SK hynix Inc. |
| 18098378 | MACHINE LEARNING BASED SYSTEM FOR PREDICTIVE GENERATION OF DATA PUDDLES | Final Rejection | BANK OF AMERICA CORPORATION |
| 17530626 | COMPUTER SYSTEM FOR PROFILING NEURAL FIRING DATA AND EXTRACTING CONTENT, AND METHOD THEREOF | Final Rejection | Korea Advanced Institute of Science and Technology |
| 17232771 | INHERITED MACHINE LEARNING MODEL | Final Rejection | AT&T Intellectual Property I, L.P. |
| 18088766 | MACHINE LEARNING DATA GENERATION DEVICE, MACHINE LEARNING MODEL GENERATION METHOD, AND STORAGE MEDIUM | Non-Final OA | Kabushiki Kaisha Yaskawa Denki |
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