Prosecution Insights
Last updated: April 19, 2026

Examiner: KIM, SEHWAN

Tech Center 3600 • Art Units: 2123 2129 2196 3664

This examiner grants 60% of resolved cases

Performance Statistics

59.7%
Allow Rate
+7.7% vs TC avg
179
Total Applications
+65.6%
Interview Lift
1495
Avg Prosecution Days
Based on 144 resolved cases, 2023–2026

Rejection Statute Breakdown

20.8%
§101 Eligibility
6.3%
§102 Novelty
46.2%
§103 Obviousness
23.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17671079 SYSTEM AND METHOD FOR FACILITATING HIGH FREQUENCY PROCESSING USING STORED MODELS Non-Final OA BANK OF AMERICA CORPORATION
18258375 SYSTEM AND METHOD FOR REINFORCEMENT LEARNING OF STEERING GEOMETRY Non-Final OA VOLVO TRUCK CORPORATION
18209421 SAMPLING OPERATIONS IN A COMPUTER VISION TOOL TO REGULATE DOWNSTREAM TASKS Non-Final OA Microsoft Technology Licensing, LLC
18195868 OBJECT RECOGNITION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA Tencent Technology (Shenzhen) Company Limited
18340457 REINFORCEMENT MACHINE LEARNING WITH HYPERPARAMETER TUNING Non-Final OA International Business Machines Corporation
18339536 CONVERGENCE ASSESSMENT IN SUBPOPULATION-BASED FEATURE SELECTION Non-Final OA International Business Machines Corporation
17102804 SAFE REINFORCEMENT LEARNING BY LOGICAL NEURAL NETWORK Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18335685 PROPAGATING ATTENTION INFORMATION IN EFFICIENT MACHINE LEARNING MODELS Non-Final OA QUALCOMM Incorporated
18152238 SEMI-SUPERVISED FRAMEWORK FOR EFFICIENT TIME-SERIES ORDINAL CLASSIFICATION Non-Final OA NEC Laboratories America, Inc.
17405859 PRIOR ADJUSTED VARIATIONAL AUTOENCODER Non-Final OA SAP SE
19096194 REVERSE ENGINEERING MACHINE-LEARNING MODELS THROUGH DATA POISONING TECHNIQUES Final Rejection Datalytica LLC
18461265 FEATURE SELECTION PROGRAM, FEATURE SELECTION DEVICE, AND FEATURE SELECTION METHOD Non-Final OA FUJITSU LIMITED
18275623 METHOD AND SYSTEM FOR CLASSIFYING VEHICLES BY MEANS OF A DATA PROCESSING SYSTEM Non-Final OA NEC Laboratories Europe GmbH
18230501 MODEL SELECTION USING FEATURE HEALTH SCORES WITH UNRELIABLE SENSORS Non-Final OA Dell Products L.P.
17828854 SYSTEMS AND METHODS FOR IMPLEMENTING QUANTUM WALKS IN DISTRIBUTED QUANTUM COMPUTING Non-Final OA Mellanox Technologies, Ltd.
18230477 APPARATUS AND METHODS FOR EXPANDING CLINICAL COHORTS FOR IMPROVED EFFICACY OF SUPERVISED LEARNING Final Rejection Nference, Inc.
18183693 MACHINE LEARNING MODELS FOR PROCESSING DATA FROM DIFFERENT VEHICLE PLATFORMS Non-Final OA GM Cruise Holdings LLC
17168548 BRAIN OPERATING SYSTEM INFRASTRUCTURE Non-Final OA Genesis Intelligence, LLC
18055414 Federated Learning-Based Regional Photovoltaic Power Probabilistic Forecasting Method and Coordinated Control System Non-Final OA North China Electric Power University
17876026 SYSTEMS AND METHODS FOR ADAPTING MACHINE LEARNING MODELS Non-Final OA ElectrifAi Opco, LLC
17813403 Machine Learning of Probability Distributions Through a Generalization Error Non-Final OA type20 AI, LLC

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