Prosecution Insights
Last updated: August 17, 2026

Examiner: MAIDO, MAGGIE T

Tech Center 3700 • Art Units: 2100 2111 2123 2129 2182 3791

This examiner grants 66% of resolved cases

Performance Statistics

66.0%
Allow Rate
-4.0% vs TC avg
91
Total Applications
+27.0%
Interview Lift
1493
Avg Prosecution Days
Based on 47 resolved cases, 2023–2026

Rejection Statute Breakdown

26.1%
§101 Eligibility
3.5%
§102 Novelty
52.2%
§103 Obviousness
18.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18333675 VECTORIZATION PROCESS AND FEATURE STORE FOR VECTOR STORAGE Final Rejection The Toronto-Dominion Bank
18502365 Quantum Circuitry Learning Method, Quantum Circuitry Learning System, and Quantum-Classical Hybrid Neural Network Non-Final OA KABUSHIKI KAISHA TOSHIBA
17517192 ANALYTICS AND RECOMMENDATION GENERATION BASED ON MEDIA CONTENT SHARING Final Rejection Honda Motor Co., Ltd.
17514382 DOCUMENT ACTION RECOMMENDATIONS USING MACHINE LEARNING Final Rejection DocuSign, Inc.
17370889 MEMORY-AUGMENTED GRAPH CONVOLUTIONAL NEURAL NETWORKS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17359162 MODEL PROPAGATION IN EDGE ARCHITECTURES Final Rejection Intel Corporation
18023559 LEARNING SYSTEM, LEARNING METHOD, AND COMPUTER PROGRAM Final Rejection NEC Corporation
18321460 PRIVACY-PRESERVING GENERATION OF SYNTHESIZED TRAINING DATA Non-Final OA Microsoft Technology Licensing, LLC
18210671 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, TRAINING DATA GENERATION METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
17183724 MACHINE LEARNING PIPELINE SKELETON INSTANTIATION Non-Final OA FUJITSU LIMITED
17903969 APPARATUS AND METHOD WITH MULTI-TASK PROCESSING Non-Final OA Korea Advanced Institute of Science and Technology
17110061 Threshold Variation Compensation of Neurons in Spiking Neural Networks Final Rejection Seoul National University R&DB Foundation
18395488 Systems and Methods to Accelerate Neural Network Computations in Heterogenous Computing Systems Non-Final OA Advanced Micro Devices, Inc.
18071965 IDENTIFYING UNKOWN DECISION MAKING FACTORS FROM COMMUNICATIONS DATA Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17378616 Machine Learning Systems and Methods for Using an Orthogonality Heuristic to Identify an Ignored Labeling Target Final Rejection Fortinet. Inc.

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