Prosecution Insights
Last updated: May 29, 2026

Examiner: GORMLEY, AARON PATRICK

Tech Center 2100 • Art Units: 2148

This examiner grants 50% of resolved cases

Performance Statistics

50.0%
Allow Rate
-5.0% vs TC avg
35
Total Applications
-60.0%
Interview Lift
1452
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

24.1%
§101 Eligibility
9.6%
§102 Novelty
57.8%
§103 Obviousness
7.2%
§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
18099586 CHARACTERIZING COMPUTER INFRASTRUCTURE USING MACHINE LEARNING TECHNIQUES Final Rejection Dell Products L.P.
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
17882895 DATA PROCESSING METHOD AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17828582 RECONCILING COMPUTING INFRASTRUCTURE AND DATA IN FEDERATED LEARNING Non-Final OA Cisco Technology, Inc.
17346196 MACHINE-LEARNED MODEL SCORING TECHNIQUE FOR REDUCING MODEL INVOCATIONS Non-Final OA Microsoft Technology Licensing, LLC
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
17948976 METHOD AND APPARATUS FOR PROCESSING DATA ASSOCIATED WITH A NEURAL NETWORK Final Rejection Robert Bosch GmbH
17653394 Method and System for Utilizing Machine Learning to Create a Knowledge Graph for Generating In-Game Insights Final Rejection STATS LLC
18175003 SYSTEM AND METHOD FOR PREDICTING IDEAL TIMES TO CALL Final Rejection Verizon Patent and Licensing Inc.
17527917 MULTI-HEAD DEEP METRIC MACHINE-LEARNING ARCHITECTURE Non-Final OA ObjectVideo Labs, LLC
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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