Prosecution Insights
Last updated: April 19, 2026

Examiner: TRAN, DAVID HOANG

Tech Center 2100 • Art Units: 2121 2147

This examiner grants 14% of resolved cases

Performance Statistics

14.3%
Allow Rate
-40.7% vs TC avg
49
Total Applications
+23.2%
Interview Lift
1527
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

30.4%
§101 Eligibility
9.3%
§102 Novelty
45.5%
§103 Obviousness
13.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18446199 METHOD, APPARATUS AND COMPUTER PROGRAM Non-Final OA Nokia Technologies Oy
17317806 SYSTEMS AND METHODS FOR IDENTIFYING MANUFACTURING DEFECTS Non-Final OA Samsung Display Co., Ltd.
17360459 Neural Network System and Data Processing Technology Final Rejection Huawei Technologies Co., Ltd.
18194729 RESOURCE-EFFICIENT PULSE-BASED VARIATIONAL QUANTUM ALGORITHM Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17548182 COMPUTER OPTIMIZATION OF TASK PERFORMANCE THROUGH DYNAMIC SENSING Final Rejection International Business Machines Corporation
17357082 DYNAMIC CONTAINER CREATION BASED ON IDENTIFIED CONTEXTUAL NEED Non-Final OA International Business Machines Corporation
18044736 DYNAMIC GRAPH NODE EMBEDDING VIA LIGHT CONVOLUTION Non-Final OA VISA INTERNATIONAL SERVICE ASSOCIATION
17448575 SYSTEMS AND METHODS FOR DETERMINING CAUSE OF PERFORMANCE CHANGE USING MACHINE LEARNING TECHNIQUES Non-Final OA Fidelity Information Services, LLC
18174625 NON-TRANSITORY RECORDING MEDIUM, INFORMATION PROCESSING DEVICE AND INFORMATION PROCESSING METHOD Non-Final OA Fujitsu Limited
18060104 SYSTEM AND METHOD FOR MANAGING INFERENCE MODELS BASED ON INFERENCE GENERATION FREQUENCIES Final Rejection Dell Products L.P.
17374664 NEURAL NETWORK EVALUATION Non-Final OA NVIDIA Corporation
17211681 TRAINING A LATENT-VARIABLE GENERATIVE MODEL WITH A NOISE CONTRASTIVE PRIOR Final Rejection NVIDIA CORPORATION
17649578 System and Method for Automated Transfer Learning with Domain Disentanglement Final Rejection Mitsubishi Electric Research Laboratories, Inc.
17641259 LEARNING FROM BIOLOGICAL SYSTEMS HOW TO REGULARIZE MACHINE-LEARNING Non-Final OA UNIVERSITY OF TUBINGEN
17649330 Systems and Methods for Autonomous Vehicle Control Final Rejection dRISK, Inc.
17550982 MIXED-PRECISION AI PROCESSOR AND OPERATING METHOD THEREOF Final Rejection Shenzhen Suanhai Technology Co., Ltd.
17405318 ACTIVE LEARNING OF DATA MODELS FOR SCALED OPTIMIZATION Final Rejection MIT MASSACHUSETTS INSTITUTE OF TECHNOLOGY

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