Prosecution Insights
Last updated: May 29, 2026

Examiner: GOLAN, MATTHEW BRYCE

Tech Center 2100 • Art Units: 2123

This examiner grants 0% of resolved cases

Performance Statistics

0.0%
Allow Rate
-55.0% vs TC avg
40
Total Applications
+0.0%
Interview Lift
1320
Avg Prosecution Days
Based on 5 resolved cases, 2023–2026

Rejection Statute Breakdown

2.8%
§101 Eligibility
2.8%
§102 Novelty
91.7%
§103 Obviousness
2.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18147759 SYSTEM AND METHOD FOR IDENTIFYING POISONED TRAINING DATA USED TO TRAIN ARTIFICIAL INTELLIGENCE MODELS Final Rejection Dell Products L.P.
17999802 COLLABORATIVE MACHINE LEARNING Final Rejection Nokia Technologies Oy
18311883 INFORMATION PROCESSING METHOD, INFORMATION PROCESSING APPARATUS, AND PROGRAM Non-Final OA FUJIFILM Corporation
17920457 SECURE TRAINING OF MACHINE LEARNING MODELS UNDER HOMOMORPHIC ENCRYPTION Final Rejection THALES DIS FRANCE SAS
17822709 AUTOMATIC PROCESSING CHAIN GENERATION Non-Final OA TDK CORPORATION
18030292 METHOD AND SYSTEM FOR KNOWLEDGE-BASED PROCESS SUPPORT Final Rejection NEC Laboratories Europe GmbH
17554048 STORAGE MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING APPARATUS TO TRAIN A MACHINE LEARNING MODEL Final Rejection FUJITSU LIMITED
18020910 METHOD FOR TRAINING RANKING MODEL FOR INTELLIGENT RECOMMENDATION, AND INTELLIGENT RECOMMENDATION METHOD Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17738944 QUANTUM CIRCUIT FOR DAUBECHIES-6 (D6) WAVELET TRANSFORM AND INVERSE TRANSFORM AND MANUFACTURING METHOD THEREOF Final Rejection NATIONAL CHENG KUNG UNIVERSITY
18164518 SYSTEMS AND METHODS FOR USER-EDGE ASSOCIATION BASED ON VEHICLE HETEROGENEITY FOR REDUCING THE HETEROGENEITY IN HIERARCHICAL FEDERATED LEARNING NETWORKS Non-Final OA TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.
17874605 QUANTUM COMPUTING NETWORK WITH PHYSICAL MESH SERVICE Non-Final OA Red Hat, Inc.
18182567 Machine Learning System Enabling Effective Training Non-Final OA Graphcore Limited
18103606 MACHINE LEARNING PROCESSING FOR STUDENT JOURNEY MAPPING Non-Final OA Western Governors University
17511946 GENERATING AFFINITY GROUPS WITH MULTINOMIAL CLASSIFICATION AND BAYESIAN RANKING Non-Final OA AMPERITY, INC.

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