Prosecution Insights
Last updated: May 29, 2026

Examiner: THAI, JASMINE THANH

Tech Center 2100 • Art Units: 2129

This examiner grants 25% of resolved cases

Performance Statistics

25.0%
Allow Rate
-30.0% vs TC avg
57
Total Applications
+56.3%
Interview Lift
1393
Avg Prosecution Days
Based on 24 resolved cases, 2023–2026

Rejection Statute Breakdown

0%
§101 Eligibility
16.4%
§102 Novelty
83.6%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18099287 TECHNICAL INJECTION SYSTEM FOR INJECTING A RETRAINED MACHINE LEARNING MODEL Non-Final OA Siemens Aktiengesellschaft
17755583 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD Final Rejection SONY GROUP CORPORATION
17648434 DATA OUTPUT COMPARISON VIA ARTIFICIAL INTELLIGENCE ETHICS SCORES Non-Final OA Dell Products L.P.
17362114 AUTOMATED HYPERPARAMETER TUNING IN MACHINE LEARNING ALGORITHMS Final Rejection Dell Products L.P.
17574208 VIBRATION DATA ANALYSIS WITH FUNCTIONAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE Final Rejection Hitachi, Ltd.
17861607 METHOD AND DEVICE FOR CREATING A MACHINE LEARNING SYSTEM INCLUDING A PLURALITY OF OUTPUTS Final Rejection Robert Bosch GmbH
17394780 MORE FLEXIBLE ITERATIVE OPERATION OF ARTIFICIAL NEURAL NETWORKS Final Rejection Robert Bosch GmbH
17500721 Classification Evaluation and Improvement in Machine Learning Models Non-Final OA ServiceNow, Inc.
18077471 TRAINING METHOD AND APPARATUS FOR NEURAL NETWORK MODEL, DEVICE AND STORAGE MEDIUM Final Rejection Beijing Baidu Netcom Science Technology Co., Ltd.
17943958 SYSTEM AND METHOD FOR ENFORCING MONOTONICITY IN A NEURAL NETWORK ARCHITECTURE Final Rejection ROYAL BANK OF CANADA
17478901 Method and Apparatus for Offloading Tasks to Accelerator for Enhancing System Performance Using Configurable Devices Non-Final OA GOWIN Semiconductor Corporation
17614920 DATA PROCESSING METHOD AND APPARATUS, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM Non-Final OA JINGDONG CITY (BEIJING) DIGITS TECHNOLOGY CO., LTD.
17825803 Training Classical and Quantum Algorithms for Orthogonal Neural Networks Final Rejection QC Ware Corp.
17767853 SYSTEMS AND METHODS FOR BIG DATA ANALYTICS Final Rejection NEW ENGLAND COMPLEX SYSTEMS INSTITUTE

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