Prosecution Insights
Last updated: April 19, 2026

Examiner: RODEN, DONALD THOMAS

Tech Center 2100 • Art Units: 2128

This examiner grants 0% of resolved cases

Performance Statistics

%
Allow Rate
-55.0% vs TC avg
27
Total Applications
+0.0%
Interview Lift
1197
Avg Prosecution Days
Based on 2 resolved cases, 2023–2026

Rejection Statute Breakdown

36.5%
§101 Eligibility
6.5%
§102 Novelty
44.1%
§103 Obviousness
7.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18129565 MACHINE LEARNING MODELING OF PROBE INTENSITY Non-Final OA Illumina, Inc.
17991387 ANOMALY MONITORING AND MITIGATION OF AN ELECTRIC SUBMERSIBLE PUMP Final Rejection Halliburton Energy Services, Inc.
17922029 LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM Non-Final OA NEC Corporation
18123768 MODEL COMPRESSION METHOD AND APPARATUS Non-Final OA Huawei Technologies Co., Ltd.
18216042 ARTIFICIAL-INTELLIGENCE MODELING UTILITY SYSTEM Non-Final OA Microsoft Technology Licensing, LLC
17665848 PREDICTING STATES OF A TEST ENTITY Final Rejection International Business Machines Corporation
17560403 COLLABORATIVE MONITORING OF INDUSTRIAL SYSTEMS Non-Final OA International Business Machines Corporation
17696712 FEDERATED LEARNING IN A DISAGGREGATED RADIO ACCESS NETWORK Non-Final OA QUALCOMM Incorporated
17900376 MACHINE LEARNING MODEL TRAINING AND DEPLOYMENT PIPELINE Non-Final OA Stripe, LLC
18052226 MEDICAL INFORMATION PROCESSING APPARATUS AND METHOD Final Rejection Canon Medical Systems Corporation
17558375 GENERATING AND MAINTAINING A FEATURE FAMILY REPOSITORY OF MACHINE LEARNING FEATURES Final Rejection Chime Financial, Inc.
17997491 PRODUCT INFORMATION VISUALIZATION PROCESSING METHOD AND APPARATUS, AND COMPUTER DEVICE Non-Final OA SHENZHEN UNIVERSITY
17518506 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING PROGRAM Non-Final OA Actapio, Inc.
18270281 FEDERATED LEARNING MODEL TRAINING METHOD AND APPARATUS, AND ELECTRONIC DEVICE Non-Final OA JINGDONG TECHNOLOGY HOLDING CO., LTD.
18113350 METHODS AND APPARATUS TO AUTOMATICALLY TUNE REINFORCEMENT LEARNING HYPERPARAMETERS ASSOCIATED WITH AGENT BEHAVIOR Non-Final OA Substrate Artificial Intelligence SA
18060583 POWER TRANSFORMER FAULT DIAGNOSIS METHOD BASED ON STACKED TIME SERIES NETWORK Non-Final OA State Grid Tianjin Electric Power Company
17993839 METHOD AND APPARATUS FOR RECOMMENDING USER PREFERENCES BASED ON NEURAL SET OPERATIONS Final Rejection BINJIANG INSTITUTE OF ZHEJIANG UNIVERSITY

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