Prosecution Insights
Last updated: August 17, 2026

Examiner: BENOURAIDA, AMINA MORENO

Tech Center 4100 • Art Units: 2129 2486 4100

This examiner grants 0% of resolved cases

Performance Statistics

0.0%
Allow Rate
-60.0% vs TC avg
23
Total Applications
+0.0%
Interview Lift
1574
Avg Prosecution Days
Based on 4 resolved cases, 2023–2026

Rejection Statute Breakdown

23.0%
§101 Eligibility
10.8%
§102 Novelty
60.8%
§103 Obviousness
5.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18363512 TRAINING A NEURAL NETWORK BY MEANS OF KNOWLEDGE GRAPHS Non-Final OA Robert Bosch GmbH
18071316 INFORMATION PROCESSING METHOD AND RELATED DEVICE Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
18307653 MULTI-PARTY MODEL TRAINING Non-Final OA Palantir Technologies Inc.
18127313 COORDINATION OF MODEL TRAININGS FOR FEDERATED LEARNING Non-Final OA NOKIA TECHNOLOGIES OY
18125327 Method and Apparatus for Training Information Adjustment Model of Charging Station, and Storage Medium Final Rejection Beijing Baidu Netcom Science Technology Co., Ltd.
18496513 SYSTEMS AND METHODS FOR BUILDING A CUSTOMIZED GENERATIVE ARTIFICIAL INTELLIGENT PLATFORM Non-Final OA Salesforce, Inc.
17511777 ERROR DETECTION AT LAYERS OF A NEURAL NETWORK Non-Final OA ADVANCED MICRO DEVICES, INC.
18182163 TRAINING MACHINE LEARNING MODELS USING VARYING MULTI-MODALITY TRAINING DATA Final Rejection The ADT Security Corporation

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