Prosecution Insights
Last updated: August 17, 2026

Examiner: GOLAN, MATTHEW BRYCE

Tech Center 2100 • Art Units: 2123 2126

This examiner grants 0% of resolved cases

Performance Statistics

0.0%
Allow Rate
-55.0% vs TC avg
41
Total Applications
+0.0%
Interview Lift
1340
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

27.8%
§101 Eligibility
6.6%
§102 Novelty
42.7%
§103 Obviousness
22.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18164518 SYSTEMS AND METHODS FOR USER-EDGE ASSOCIATION BASED ON VEHICLE HETEROGENEITY FOR REDUCING THE HETEROGENEITY IN HIERARCHICAL FEDERATED LEARNING NETWORKS Final Rejection TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.
18173873 MACHINE LEARNING SYSTEM, EDGE DEVICE, AND INFORMATION PROCESSING DEVICE Final Rejection KABUSHIKI KAISHA TOSHIBA
19427696 STAGED NEURAL NETWORK CLASSIFICATION Final Rejection AssureCare LLC
18524523 DATA PROCESSING METHOD AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18311883 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND PROGRAM Final Rejection FUJIFILM Corporation
18543609 HYBRID GENERATIVE ARTIFICIAL INTELLIGENCE MODELS Non-Final OA QUALCOMM Incorporated
18325374 FEDERATED LEARNING ADAPTIVE TO CAPABILITIES OF CONTRIBUTING DEVICES Final Rejection Intel Corporation
18427408 BACKHAUL ATTACHMENT RECOMMENDATION AND OPTIMIZATION Non-Final OA Walmart Apollo, LLC
18125552 SPIKE NEURAL NETWORK CIRCUIT AND METHOD OF OPERATION THEREOF Final Rejection Electronics and Telecommunications Research Institute
17999802 COLLABORATIVE MACHINE LEARNING Final Rejection Nokia Technologies Oy
18119494 Method, Apparatus for Determining Answer to Question, Device, Storage Medium and Program Product Final Rejection Beijing Baidu Netcom Science Technology Co., Ltd.
18020910 METHOD FOR TRAINING RANKING MODEL FOR INTELLIGENT RECOMMENDATION, AND INTELLIGENT RECOMMENDATION METHOD Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17554048 STORAGE MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS TO TRAIN A MACHINE LEARNING MODEL Final Rejection FUJITSU LIMITED
18116772 MONITORING OF EDGE- DEPLOYED MACHINE LEARNING MODELS Non-Final OA APPLIED MATERIALS, INC.
18130992 METHOD FOR TRAINING MACHINE-LEARNING MODEL FOR INFERRING MOTION COORDINATION, APPARATUS FOR INFERRING MOTION COORDINATION USING MACHINE-LEARNING MODEL, AND STORAGE MEDIUM STORING INSTRUCTIONS TO PERFORM METHOD FOR TRAINING MACHINE-LEARNING MODEL FOR INFERRING MOTION COORDINATION Final Rejection Research & Business Foundation SUNGKYUNKWAN UNIVERSITY
17740497 ADAPTIVE SPARSE ATTENTION PATTERN Final Rejection ADOBE INC.
17920457 SECURE TRAINING OF MACHINE LEARNING MODELS UNDER HOMOMORPHIC ENCRYPTION Non-Final OA THALES DIS FRANCE SAS
17874605 QUANTUM COMPUTING NETWORK WITH PHYSICAL MESH SERVICE Non-Final OA Red Hat, Inc.
18076978 TRAINING CONDITIONAL COMPUTATION NEURAL NETWORKS USING REINFORCEMENT LEARNING Final Rejection DeepMind Technologies Limited
17738944 QUANTUM CIRCUIT FOR DAUBECHIES-6 (D6) WAVELET TRANSFORM AND INVERSE TRANSFORM AND MANUFACTURING METHOD THEREOF Final Rejection NATIONAL CHENG KUNG UNIVERSITY

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