Prosecution Insights
Last updated: April 19, 2026

Examiner: COLE, BRANDON S

Tech Center 2800 • Art Units: 2122 2128 2816 2842

This examiner grants 80% of resolved cases

Performance Statistics

79.5%
Allow Rate
+11.5% vs TC avg
1244
Total Applications
+7.6%
Interview Lift
947
Avg Prosecution Days
Based on 1205 resolved cases, 2023–2026

Rejection Statute Breakdown

13.0%
§101 Eligibility
34.6%
§102 Novelty
40.6%
§103 Obviousness
7.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18454028 SYSTEMS AND METHODS FOR TRANSFER LEARNING OF NEURAL NETWORKS Non-Final OA Capital One Services, LLC
18011629 METHODS FOR GENERATING AND PROVIDING CAUSAL EXPLANATIONS OF ARTIFICIAL INTELLIGENCE MODELS AND DEVICES THEREOF Non-Final OA Georgia Tech Research Corporation
18340671 FUSION MODELS FOR BEAM PREDICTION Non-Final OA QUALCOMM Incorporated
17621146 COMPRESSION OF CONVOLUTIONAL NEURAL NETWORKS Non-Final OA InterDigital CE Patent Holdings, SAS
18493331 NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING Non-Final OA NEC Laboratories America, Inc.
19181117 METHODS AND SYSTEMS FOR INTER-MODULE TRANSPORT IN TRAPPED ION QUANTUM COMPUTERS Final Rejection Universal Quantum LTD
18315145 EVENT CLASSIFICATION IN CLOUD-NATIVE SYSTEMS Non-Final OA SAP SE
19169958 ARTIFICIAL INTELLIGENCE ENABLED DISEASE PROFILING Final Rejection Beth Israel Deaconess Medical Center, Inc.
18307884 COMPUTER-READABLE RECORDING MEDIUM STORING SETTING PROGRAM, METHOD OF SETTING, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18239764 METHOD FOR GENERATING DYNAMIC NEURAL NETWORK AND ASSOCIATED NON-TRANSITORY MACHINE-READABLE MEDIUM Non-Final OA MEDIATEK INC.
18365484 OPTIMIZED DEPLOYMENT OF CLOUD NATIVE WORKSPACES AND JOBS ACROSS MULTIPLE INFRASTRUCTURES FOR HIGH SCALABILITY AND PERFORMANCE Non-Final OA Dell Products L.P.
17972933 METHOD AND APPARATUS FOR GENERATING SYNTHETIC DATA Non-Final OA INDUSTRY-ACADEMIC COOPERATION FOUNDATION, YONSEI UNIVERSITY
16237508 Neural Network Generator Non-Final OA NVIDIA Corporation
18072083 SYSTEM AND METHOD FOR COMPUTING EXACT SUCCESS PROBABILITY FOR QUANTILE ESTIMATION Non-Final OA YAHOO ASSETS LLC
17827400 SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS Non-Final OA YAHOO ASSETS LLC
18197149 METHODS AND SYSTEMS FOR GENERATING A SUPPLEMENT INSTRUCTION SET USING ARTIFICIAL INTELLIGENCE Non-Final OA KPN INNOVATIONS, LLC.
17638472 SEMICONDUCTOR DEVICE GEOMETRY METHOD AND SYSTEM Final Rejection ASML NETHERLANDS B.V.
16970648 METHODS FOR TRAINING MACHINE LEARNING MODEL FOR COMPUTATION LITHOGRAPHY Final Rejection ASML NETHERLANDS B.V.
18300217 METHOD OF GENERATING MULTIMODAL SET OF SAMPLES FOR INTELLIGENT INSPECTION, AND TRAINING METHOD Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
17589623 SYSTEMS AND METHODS FOR FEW-SHOT PROTEIN FITNESS PREDICTION WITH GENERATIVE MODELS Non-Final OA salesforce.com, inc.
18807655 Device for Creating Digital Persona Non-Final OA Morphusai Co., Ltd.
18551844 EFFICIENT NEURAL CAUSAL DISCOVERY Non-Final OA QUALCOMM TECHNOLOGIES, INC.
18188456 SYSTEMS AND METHODS FOR PREDICTING HARDWARE FOR AN UNDEVELOPED DEVICE APPLICATION Non-Final OA Engineer.ai Corp.
17968809 DATA PROCESSING METHOD AND COMPUTING SYSTEM Final Rejection Shanghai Biren Technology Co.,Ltd
17834990 METHOD AND SYSTEM FOR EXPLAINING THE RULES OF AN ARTIFICIAL INTELLIGENCE Non-Final OA ADVANCED SYMBOLICS (2015) INC.

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