Prosecution Insights
Last updated: August 18, 2026

Examiner: WENG, PEI YONG

Tech Center 4100 • Art Units: 2124 2126 2141 2173 2179 4100

This examiner grants 80% of resolved cases

Performance Statistics

79.5%
Allow Rate
+19.5% vs TC avg
664
Total Applications
+23.1%
Interview Lift
1136
Avg Prosecution Days
Based on 645 resolved cases, 2023–2026

Rejection Statute Breakdown

13.2%
§101 Eligibility
21.2%
§102 Novelty
54.6%
§103 Obviousness
7.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18456777 DATA MODEL DEVELOPMENT STANDARDIZATION Non-Final OA Wells Fargo Bank, N.A.
18616062 REAL-TIME VIDEO DISCOVERY-FRIENDLY USER EXPERIENCE FOR MOBILE DEVICES Non-Final OA Google LLC
18681763 System and Methods for Training Machine-Learned Models for Use in Computing Environments with Limited Resources Non-Final OA Google LLC
18597011 Federated Learning Method and Related Device Non-Final OA Huawei Technologies Co., Ltd.
18366273 MACHINE LEARNING BASED UPDATES OF DOMAIN SPECIFIC LANGUAGE PARAMETERS Final Rejection Capital One Services, LLC
18538230 PREDICTIVE CONTROL OF ROBOTIC MANIPULATOR FOR A CATHETER Non-Final OA Siemens Medical Solutions USA, Inc.
18629917 ENSURING THAT LANGUAGE MODELS FOLLOW INSTRUCTIONS INDICATED IN PROMPTS Non-Final OA Oracle International Corporation
18292368 IDENTIFIABLE GENERATIVE MODELS FOR MISSING NOT AT RANDOM DATA IMPUTATION Non-Final OA Microsoft Technology Licensing, LLC
18681193 Method and Apparatus for Training a Model Non-Final OA Siemens Aktiengesellschaft
18238337 CONTROL DEVICE, CONTROL SYSTEM, CONTROL METHOD, AND COMPUTER READABLE MEDIUM STORING CONTROL PROGRAM Final Rejection Mitsubishi Electric Corporation
18482211 CONSTRAINED SEARCH: IMPROVE MULTI-OBJECTIVE NAS QUALITY BY FOCUS ON DEMAND Non-Final OA MEDIATEK INC.
18142966 GENERATIVE MACHINE LEARNING FRAMEWORK Final Rejection ServiceNow, Inc.
18590724 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND MACHINE LEARNING APPARATUS Non-Final OA FUJITSU LIMITED
18589947 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING SYSTEM Non-Final OA Tokyo Electron Limited
18538360 VARIABLE INPUT SHAPES AT RUNTIME Non-Final OA Imagination Technologies Limited
18604891 Data Center Monitoring And Management Operation Including An Asset Utilization Forecast Operation Including a Feature Clustering Operation Non-Final OA Dell Products L.P.
18536390 CONTINUAL NEURAL NETWORK TRAINING IN AN EDGE COMPUTING ENVIRONMENT Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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