Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2125 2128 2147
This examiner grants 80% of resolved cases
Randall Kern Baldwin is an examiner in Tech Center 2100, assigned to Art Unit 2125. He has resolved 245 cases, maintaining an allowance rate of 79.6%. This baseline success rate is supplemented by an interview lift of 27.8%, indicating that direct engagement with the examiner is a productive strategy. The 245 resolved cases provide a solid basis for evaluating these performance trends. Practitioners can use the 79.6% allowance rate to gauge the likelihood of success in his docket within Tech Center 2100.
The median days to allowance for his cases is 1246. This pendency of 1246 days reflects the timeline for successful applications to reach a grant in Art Unit 2125. When compared to the 79.6% allowance rate, the 27.8% interview lift suggests that while the standard process is effective, interviews offer a measurable advantage. Applicants should factor the 1246 days median into their prosecution planning. The data from his 245 resolved cases highlights a consistent approach to patent examination.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18460818 | AIRCRAFT CONTROL SYSTEM, METHOD OF CONTROLLING AIRCRAFT, AIRCRAFT CONTROL PROGRAM, AND AIRCRAFT | Non-Final OA | SUBARU CORPORATION |
| 18287546 | LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM | Non-Final OA | NEC Corporation |
| 18392502 | METHOD, APPARATUS, AND SYSTEM FOR GENERATING NEURAL NETWORK MODEL, DEVICE, MEDIUM, AND PROGRAM PRODUCT | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 17349645 | SYSTEM AND METHOD FOR PREPENDING ROBUSTIFIER FOR PRE-TRAINED MODELS AGAINST ADVERSARIAL ATTACKS | Non-Final OA | Robert Bosch GmbH |
| 18420200 | KNOWLEDGE GRAPH REASONING SYSTEMS USING SELF-SUPERVISED REINFORCEMENT LEARNING AND METHODS THEREOF | Non-Final OA | Google LLC |
| 18646021 | TOOL FOR FACILITATING EFFICIENCY IN MACHINE LEARNING | Non-Final OA | Intel Corporation |
| 18252231 | DYNAMIC CONDITIONAL POOLING FOR NEURAL NETWORK PROCESSING | Final Rejection | Intel Corporation |
| 17979500 | METHOD AND SYSTEMS FOR VIBRATION-BASED STATUS MONITORING OF ELECTRIC ROTARY MACHINES | Final Rejection | Siemens Aktiengesellschaft |
| 17503636 | Interpretable Neural Networks for Nonlinear Control | Non-Final OA | Infineon Technologies Austria AG |
| 18497079 | VISUAL QUESTION ANSWERING WITH UNLABELED IMAGE AUGMENTATION | Non-Final OA | NEC Laboratories America, Inc. |
| 16945753 | ONLINE TASK INFERENCE FOR COMPOSITIONAL TASKS WITH CONTEXT ADAPTATION | Final Rejection | NVIDIA CORPORATION |
| 16682967 | SYNTHESIZING DATA FOR TRAINING ONE OR MORE NEURAL NETWORKS | Final Rejection | Nvidia Corporation |
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