Prosecution Insights
Last updated: April 19, 2026

Examiner: GORMLEY, AARON PATRICK

Tech Center 2100 • Art Units: 2148

This examiner grants 60% of resolved cases

Performance Statistics

60.0%
Allow Rate
+5.0% vs TC avg
35
Total Applications
-60.0%
Interview Lift
1582
Avg Prosecution Days
Based on 5 resolved cases, 2023–2026

Rejection Statute Breakdown

30.2%
§101 Eligibility
8.4%
§102 Novelty
36.0%
§103 Obviousness
21.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17875937 ELECTRONIC APPARATUS AND GENERATING METHOD OF TARGET DOMAIN Non-Final OA Samsung Electronics Co., Ltd.
18061685 ASSESSMENT OF ARTIFICIAL INTELLIGENCE ERRORS USING MACHINE LEARNING Final Rejection Capital One Services, LLC
17717729 Compression Framework for Distributed or Federated Learning with Predictive Compression Paradigm Non-Final OA Nokia Technologies Oy
18311258 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
17643242 METALEARNER FOR UNSUPERVISED AUTOMATED MACHINE LEARNING Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18005804 METHODS AND APPARATUS TO DYNAMICALLY NORMALIZE DATA IN NEURAL NETWORKS Non-Final OA Intel Corporation
17848226 METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO IMPROVE NEURAL ARCHITECTURE SEARCHES Final Rejection Intel Corporation
17616674 LEARNING SYSTEM AND LEARNING METHOD FOR MULTI-LABEL DATA RECOGNITION Non-Final OA RAKUTEN GROUP, INC.
17948976 METHOD AND APPARATUS FOR PROCESSING DATA ASSOCIATED WITH A NEURAL NETWORK Final Rejection Robert Bosch GmbH
17741748 SYSTEMS AND METHODS FOR OPTIMIZING MULTI-STAGE DATA PROCESSING Non-Final OA The Toronto-Dominion Bank
17828582 RECONCILING COMPUTING INFRASTRUCTURE AND DATA IN FEDERATED LEARNING Non-Final OA Cisco Technology, Inc.
17527917 MULTI-HEAD DEEP METRIC MACHINE-LEARNING ARCHITECTURE Non-Final OA ObjectVideo Labs, LLC
17653394 Method and System for Utilizing Machine Learning to Create a Knowledge Graph for Generating In-Game Insights Final Rejection STATS LLC
18099586 CHARACTERIZING COMPUTER INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES Final Rejection Dell Products L.P.
17820972 MULTI-TASK DEPLOYMENT METHOD AND ELECTRONIC DEVICE Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
17893288 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE WITH MULTIPLE POLICY HEADS Final Rejection ROYAL BANK OF CANADA
17496156 SEGMENTING AN IMAGE USING A NEURAL NETWORK Final Rejection Applied Materials Israel Ltd.
18143432 Mitigation for Prompt Injection in A.I. Models Capable of Accepting Text Input Non-Final OA Preamble, Inc.
17988747 Boolean Reservoir Neural Networks Non-Final OA RapidSilicon US, Inc

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