Prosecution Insights
Last updated: May 29, 2026

Examiner: SHINE, NICHOLAS B

Tech Center 2100 • Art Units: 2126

This examiner grants 38% of resolved cases

Performance Statistics

37.5%
Allow Rate
-17.5% vs TC avg
61
Total Applications
+48.0%
Interview Lift
1723
Avg Prosecution Days
Based on 40 resolved cases, 2023–2026

Rejection Statute Breakdown

2.4%
§101 Eligibility
1.8%
§102 Novelty
93.5%
§103 Obviousness
2.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18159571 Massively Scalable, Resilient, and Adaptive Federated Learning System Final Rejection Huawei Technologies Co., Ltd.
18198080 INSPECTING GRADIENT BOOSTED TREES FOR NETWORK TROUBLESHOOTING AND APPLICATION OPTIMIZATION Non-Final OA Cisco Technology, Inc.
17389039 Graph Based Discovery on Deep Learning Embeddings Non-Final OA Microsoft Technology Licensing, LLC
17354392 EXPLAINABLE ARTIFICIAL INTELLIGENCE IN COMPUTING ENVIRONMENT Non-Final OA Google LLC
18103039 DETERMINING GOLDEN SIGNAL CLASSIFICATIONS USING HISTORICAL CONTEXT FROM INFORMATION TECHNOLOGY (IT) SUPPORT DATA Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18175693 Method and Apparatus for Determining a Robustness of a Data-Based Sensor Model Non-Final OA Robert Bosch GmbH
18327191 RESERVING COMPUTING RESOURCES IN CLOUD COMPUTING ENVIRONMENTS Non-Final OA SAP SE
17718442 SEMANTIC GRAPHING OF HETEROGENEOUS DOCUMENTS FOR AUTOMATED DECISION MAKING AND RESOURCE ALLOCATION USING REINFORCEMENT LEARNING Final Rejection NEC Laboratories Europe GmbH
18764905 APPARATUS AND METHOD FOR CORRECTING MACHINE LEARNING MODEL PREDICTIONS Non-Final OA Anumana, Inc.
18105494 METHOD AND APPARATUS FOR ACCELERATED OPTIMIZATION Non-Final OA THE UNITED STATES OF AMERICA, AS REPRESENTED BY THE SECRETARY OF THE NAVY
18272525 SYSTEM, APPARATUS AND PROCESSING METHOD SUITABLE FOR PREDICTIVE BASED ANALYSIS OF A STRUCTURE Non-Final OA PETROLIAM NASIONAL BERHAD (PETRONAS)
18135100 HARDWARE REALIZATION OF NEURAL NETWORKS USING BUFFERS Non-Final OA PolyN Technology Limited

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