Prosecution Insights
Last updated: August 17, 2026

Examiner: GORMLEY, AARON PATRICK

Tech Center 2100 • Art Units: 2148

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-21.7% vs TC avg
38
Total Applications
-50.0%
Interview Lift
1525
Avg Prosecution Days
Based on 9 resolved cases, 2023–2026

Rejection Statute Breakdown

29.5%
§101 Eligibility
12.8%
§102 Novelty
33.5%
§103 Obviousness
21.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17741748 SYSTEMS AND METHODS FOR OPTIMIZING MULTI-STAGE DATA PROCESSING Non-Final OA The Toronto-Dominion Bank
18687698 METHOD FOR PERFORMING FEDERATED LEARNING IN WIRELESS COMMUNICATION SYSTEM, AND APPARATUS THEREFOR Non-Final OA LG ELECTRONICS INC.
17875937 ELECTRONIC APPARATUS AND GENERATING METHOD OF TARGET DOMAIN Non-Final OA Samsung Electronics Co., Ltd.
18513060 MODEL TRAINING FOR DATASETS HAVING DATA SHIFTS Non-Final OA Capital One Services, LLC
18061685 ASSESSMENT OF ARTIFICIAL INTELLIGENCE ERRORS USING MACHINE LEARNING Final Rejection Capital One Services, LLC
18582692 DEVICE FOR GENERATING DATA MERGING RULE FOR MACHINE LEARNING MODEL, OPERATION METHOD AND PROGRAM FOR DEVICE FOR GENERATING DATA MERGING RULE, LEARNING DEVICE FOR MACHINE LEARNING MODEL, AND OPERATION METHOD AND PROGRAM FOR LEARNING DEVICE Non-Final OA FUJIFILM CORPORATION
18005804 METHODS AND APPARATUS TO DYNAMICALLY NORMALIZE DATA IN NEURAL NETWORKS Final Rejection Intel Corporation
18427223 SYSTEMS AND METHODS FOR CONSTRUCTION AND RETRAINING OF DECISION TREES ENSEMBLE USING HYBRID CLASSICAL-QUANTUM ALGORITHMS Non-Final OA JPMORGAN CHASE BANK, N.A.
17717729 Compression Framework for Distributed or Federated Learning with Predictive Compression Paradigm Final Rejection Nokia Technologies Oy
17820972 MULTI-TASK DEPLOYMENT METHOD AND ELECTRONIC DEVICE Final Rejection Beijing Baidu Netcom Science Technology Co., Ltd.
17616674 LEARNING SYSTEM AND LEARNING METHOD FOR MULTI-LABEL DATA RECOGNITION Final Rejection RAKUTEN GROUP, INC.
18099586 CHARACTERIZING COMPUTER INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES Non-Final OA Dell Products L.P.
18060101 SYSTEM AND METHOD FOR MANAGING INFERENCE MODEL DISTRIBUTIONS IN DYNAMIC SYSTEM Final Rejection Dell Products L.P.
18051570 ABNORMAL DOCUMENT SELF-DISCOVERY SYSTEM Non-Final OA International Business Machines Corporation
17643242 METALEARNER FOR UNSUPERVISED AUTOMATED MACHINE LEARNING Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17533266 TOPOLOGICAL SIGNATURES FOR DISEASE CHARACTERIZATION Non-Final OA International Business Machines Corporation

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