Prosecution Insights
Last updated: August 18, 2026

Examiner: YI, HYUNGJUN B

Tech Center 2100 • Art Units: 2100 2146

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-21.7% vs TC avg
61
Total Applications
+39.6%
Interview Lift
1555
Avg Prosecution Days
Based on 24 resolved cases, 2023–2026

Rejection Statute Breakdown

28.5%
§101 Eligibility
13.0%
§102 Novelty
52.7%
§103 Obviousness
4.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19267146 Concepts for Coding Neural Networks Parameters Non-Final OA Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V.
17843772 Concepts for Coding Neural Networks Parameters Final Rejection Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e.V.
18059204 METHOD AND DEVICE FOR DETERMINING A COVERAGE OF A DATA SET FOR A MACHINE LEARNING SYSTEM WITH RESPECT TO TRIGGER EVENTS Non-Final OA Robert Bosch GmbH
17228126 DEVICE AND METHOD FOR TRAINING A CLASSIFIER AND ASSESSING THE ROBUSTNESS OF A CLASSIFIER Final Rejection Robert Bosch GmbH
18008838 TRAINING AN ACTION SELECTION SYSTEM USING RELATIVE ENTROPY Q-LEARNING Final Rejection GDM Holding LLC
18598612 MODEL TEST METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18496177 MODEL TRAINING METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18304713 DETECTING AND MITIGATING FAULT IN SPARSITY COMPUTATION IN DEEP NEURAL NETWORK Final Rejection Intel Corporation
17104817 BIOLOGY EXPERIMENT DESIGNS Non-Final OA The Regents of the University of California
18133125 AUTOMATIC GENERATION OF EXEMPLAR QUANTITY FOR TRAINING MACHINE LEARNING MODELS Final Rejection ORACLE INTERNATIONAL CORPORATION
18250089 BEHAVIOR PREDICTION METHOD, BEHAVIOR PREDICTION APPARATUS AND PROGRAM Final Rejection NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17322184 DATA DRIFT MITIGATION IN MACHINE LEARNING FOR LARGE-SCALE SYSTEMS Non-Final OA Microsoft Technology Licensing, LLC
17635090 Computer-Assisted Method for Generating Training Data for a Neural Network for Predicting a Concentration of Pollutants Non-Final OA Siemens Aktiengesellschaft
18479326 INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES Non-Final OA NEC Laboratories America, Inc.
18479372 INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES Non-Final OA NEC Laboratories America, Inc.
17158466 INTERPRETING CONVOLUTIONAL SEQUENCE MODEL BY LEARNING LOCAL AND RESOLUTION-CONTROLLABLE PROTOTYPES Non-Final OA NEC Laboratories America, Inc.
17708018 COMPUTER-READABLE RECORDING MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS Final Rejection FUJITSU LIMITED
18499101 SYSTEMS AND METHODS FOR TRAINING A LANGUAGE MODEL FOR CODE GENERATION Non-Final OA Salesforce, Inc.
17220567 TRAINING A MACHINE LEARNING MODEL USING STRUCTURED DATA Non-Final OA Salesforce, Inc.
18414057 DISTRIBUTED INFERENCING Non-Final OA NVIDIA Corporation
17148676 METHOD AND APPARATUS WITH ACCELERATOR PROCESSING Non-Final OA Seoul National University R&DB Foundation
17124945 TRAINING A SEMANTIC PARSER USING ACTION TEMPLATES Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17404856 METHODS AND APPARATUS TO INCREMENTALLY TRAIN A MODEL Non-Final OA McAfee, LLC
18622949 Automated AI-Based Handling of Requests for Privileges Escalation Non-Final OA VARONIS SYSTEMS, INC.

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