Prosecution Insights
Last updated: April 19, 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
54
Total Applications
+56.3%
Interview Lift
1475
Avg Prosecution Days
Based on 24 resolved cases, 2023–2026

Rejection Statute Breakdown

23.6%
§101 Eligibility
14.6%
§102 Novelty
37.2%
§103 Obviousness
21.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17755583 INFORMATION PROCESSING APPARATUS AND INFORMATION PROCESSING METHOD Final Rejection SONY GROUP CORPORATION
17574208 VIBRATION DATA ANALYSIS WITH FUNCTIONAL NEURAL NETWORK FOR PREDICTIVE MAINTENANCE Final Rejection Hitachi, Ltd.
17827448 SELF-SUPERVISED CONTRASTIVE LEARNING USING RANDOM FEATURE CORRUPTION Non-Final OA Google LLC
17522141 OPTIMIZE QUANTUM-ENHANCED FEATURE GENERATION Non-Final OA International Business Machines Corporation
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
17696040 Artificial Intelligence (AI) Model Evaluation Method and System, and Device Final Rejection Huawei Cloud Computing Technologies Co., Ltd.
17809713 SYSTEMS AND METHODS FOR TRAINING ENERGY-EFFICIENT SPIKING GROWTH TRANSFORM NEURAL NETWORKS Final Rejection Washington University
17500721 Classification Evaluation and Improvement in Machine Learning Models Non-Final OA ServiceNow, Inc.
17648434 DATA OUTPUT COMPARISON VIA ARTIFICIAL INTELLIGENCE ETHICS SCORES Non-Final OA Dell Products L.P.
18478833 DEEP LEARNING MODEL BASED DATA GENERATION Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
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
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
17707498 METHOD AND SYSTEM FOR TUNING A COMPUTING ENVIRONMENT USING A KNOWLEDGE BASE Non-Final OA AKAMAS SOCIETA' PER AZIONI

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