Prosecution Insights
Last updated: May 29, 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
50
Total Applications
+23.2%
Interview Lift
1543
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

0%
§101 Eligibility
1.4%
§102 Novelty
98.6%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18044736 DYNAMIC GRAPH NODE EMBEDDING VIA LIGHT CONVOLUTION Non-Final OA VISA INTERNATIONAL SERVICE ASSOCIATION
18321258 PICKING COMPATIBLE ANNEALERS BASED ON THE MINOR EMBEDDING FEASIBILITY OF QUANTUM UNCONSTRAINED BINARY OPTIMIZATION MATRIX Non-Final OA Dell Products L.P.
18446199 METHOD, APPARATUS AND COMPUTER PROGRAM Non-Final OA Nokia Technologies Oy
18135873 Featureless Image Categorization and Recognition using Hybrid Artificial Intelligence (AI) and Image Structural Properties for System Performance Optimization Non-Final OA Bank of America Corporation
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 Final Rejection International Business Machines Corporation
17315045 DEEP LEARNING ACCELERATOR MODELS AND HARDWARE Non-Final OA Micron Technology, Inc.
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
17374664 NEURAL NETWORK EVALUATION Non-Final OA NVIDIA Corporation
17211687 LATENT-VARIABLE GENERATIVE MODEL WITH A NOISE CONTRASTIVE PRIOR Non-Final OA NVIDIA CORPORATION
17121763 CLASSIFICATION DEVICE AND CLASSIFICATION METHOD BASED ON NEURAL NETWORK Final Rejection Industrial Technology Research Institute
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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