Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2143 2156
This examiner grants 62% of resolved cases
Liang Y. Li is an examiner in Tech Center 2100 and Art Unit 2143. He has 285 resolved cases. The allowance rate for these cases is 61.8 percent. This percentage represents the frequency of patent grants among his resolved matters. The interview lift is 69.3 percent. This metric measures the increase in the probability of allowance following an examiner interview. The median time to allowance is 1217 days.
With 285 resolved cases, the 61.8 percent allowance rate offers a clear view of the examiner's tendencies. The 69.3 percent interview lift indicates that direct communication is a highly effective strategy for applicants. The 1217 days median time to allowance is a key figure for planning the lifecycle of an application. These statistics help practitioners navigate the specific requirements of Art Unit 2143. The allowance rate and interview lift are the primary indicators of success in Tech Center 2100.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17409188 | SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING | Non-Final OA | Toyota Research Institute, Inc. |
| 18690289 | LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM | Non-Final OA | NEC Corporation |
| 17606808 | ROBUSTNESS SETTING DEVICE, ROBUSTNESS SETTING METHOD, STORAGE MEDIUM STORING ROBUSTNESS SETTING PROGRAM, ROBUSTNESS EVALUATION DEVICE, ROBUSTNESS EVALUATION METHOD, STORAGE MEDIUM STORING ROBUSTNESS EVALUATION PROGRAM, COMPUTATION DEVICE, AND STORAGE MEDIUM STORING PROGRAM | Final Rejection | NEC Corporation |
| 18417947 | Heterogeneous Federated Learning Via Multi-Directional Knowledge Distillation | Non-Final OA | Google LLC |
| 18464179 | SYSTEMS AND METHODS FOR GENERATING SYNTHETIC TRAINING DATA | Final Rejection | Capital One Services, LLC |
| 18426226 | PRE-FILTERING FOR AN ARTIFICIAL INTELLEGENCE PIPELINE | Non-Final OA | INTUIT INC. |
| 18477760 | DYNAMIC PROMPT CREATION FOR LARGE LANGUAGE MODELS | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18620334 | SYSTEMS AND METHODS FOR SECURITY-AWARE LARGE LANGUAGE MODEL TRAINING AND MODEL MANAGEMENT | Non-Final OA | Palantir Technologies Inc. |
| 18327156 | SYSTEMS AND METHODS FOR IDENTIFYING MARKOV DECISION PROCESS SOLUTIONS | Final Rejection | International Business Machines Corporation |
| 17477194 | MODEL UPDATE DETERMINATION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18098611 | OFFLOADING KNOWLEDGE BASE CREATION | Non-Final OA | Beijing Youzhuju Network Technology Co., Ltd. |
| 18189191 | ENERGY-EFFICIENT CAPACITANCE EXTRACTION METHOD BASED ON MACHINE LEARNING | Final Rejection | ZHEJIANG UNIVERSITY |
| 18520309 | ADAPTING ION IMPLANT MODEL DURING MAINTENANCE RECOVERY | Non-Final OA | Applied Materials, Inc. |
| 18035445 | PLANT INFRASTRUCTURE MODELLING | Non-Final OA | Schneider Electric Industries SAS |
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