Prosecution Insights
Last updated: May 29, 2026

Examiner: KIM, SEHWAN

Tech Center 3600 • Art Units: 2123 2129 2196 3664

This examiner grants 60% of resolved cases

Performance Statistics

59.6%
Allow Rate
+7.6% vs TC avg
180
Total Applications
+65.9%
Interview Lift
1472
Avg Prosecution Days
Based on 146 resolved cases, 2023–2026

Rejection Statute Breakdown

5.2%
§101 Eligibility
2.2%
§102 Novelty
87.7%
§103 Obviousness
4.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18258375 SYSTEM AND METHOD FOR REINFORCEMENT LEARNING OF STEERING GEOMETRY Final Rejection VOLVO TRUCK CORPORATION
18209421 SAMPLING OPERATIONS IN A COMPUTER VISION TOOL TO REGULATE DOWNSTREAM TASKS Non-Final OA Microsoft Technology Licensing, LLC
17840169 Generation and Explanation of Transformer Computation Graph Using Graph Attention Model Final Rejection Microsoft Technology Licensing, LLC
17671079 SYSTEM AND METHOD FOR FACILITATING HIGH FREQUENCY PROCESSING USING STORED MODELS Non-Final OA BANK OF AMERICA CORPORATION
18340457 REINFORCEMENT MACHINE LEARNING WITH HYPERPARAMETER TUNING Final Rejection International Business Machines Corporation
18339536 CONVERGENCE ASSESSMENT IN SUBPOPULATION-BASED FEATURE SELECTION Final Rejection International Business Machines Corporation
17665944 OPTIMAL CONTROL OF DYNAMIC SYSTEMS VIA LINEARIZABLE DEEP LEARNING Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17550389 CONTENTION DETECTION AND CAUSE DETERMINATION Final Rejection International Business Machines Corporation
18335685 PROPAGATING ATTENTION INFORMATION IN EFFICIENT MACHINE LEARNING MODELS Final Rejection QUALCOMM Incorporated
17405859 PRIOR ADJUSTED VARIATIONAL AUTOENCODER Non-Final OA SAP SE
18461265 FEATURE SELECTION PROGRAM, FEATURE SELECTION DEVICE, AND FEATURE SELECTION METHOD Non-Final OA FUJITSU LIMITED
18152238 SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION Final Rejection NEC Laboratories America, Inc.
17676153 SYSTEM AND METHOD FOR AUTOMATED DETECTION OF SITUATIONAL AWARENESS Final Rejection Genesis Intelligence, LLC
17168548 BRAIN OPERATING SYSTEM INFRASTRUCTURE Non-Final OA Genesis Intelligence, LLC
16545205 BRAIN OPERATING SYSTEM Final Rejection Genesis Intelligence, LLC
18183693 MACHINE LEARNING MODELS FOR PROCESSING DATA FROM DIFFERENT VEHICLE PLATFORMS Non-Final OA GM Cruise Holdings LLC
18055414 Federated Learning-Based Regional Photovoltaic Power Probabilistic Forecasting Method and Coordinated Control System Non-Final OA North China Electric Power University
17813403 Machine Learning of Probability Distributions Through a Generalization Error Non-Final OA type20 AI, LLC

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