Prosecution Insights
Last updated: April 19, 2026

Examiner: KIM, JONATHAN J

Tech Center 2100 • Art Units: 2141

This examiner grants 33% of resolved cases

Performance Statistics

33.3%
Allow Rate
-21.7% vs TC avg
36
Total Applications
+80.0%
Interview Lift
1197
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

36.7%
§101 Eligibility
15.9%
§102 Novelty
38.6%
§103 Obviousness
8.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17903646 COMMUNICATION LOAD BALANCING VIA META MULTI-OBJECTIVE REINFORCEMENT LEARNING Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18192746 DATA PRIVACY MANAGEMENT SYSTEM AND METHOD UTILIZING MACHINE LEARNING Non-Final OA Truist Bank
17797966 Generation of Optimized Hyperparameter Values for Application to Machine Learning Tasks Final Rejection Google LLC
18051070 AUTOMATED DECISION OPTIMIZATION FOR MAINTENANCE OF PHYSICAL ASSETS Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17503313 SUMMARIZATION OF CUSTOMER SERVICE DIALOGS Final Rejection International Business Machines Corporation
18192721 Outlier Detection Based On Synthetic Trend Generation For Machine Learning Non-Final OA PAYPAL, INC.
17645740 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD AND INFORMATION PROCESSING DEVICE FOR TRAINING A MACHINE LEARNING MODEL IN A RESPONSE SERVER Non-Final OA RAKUTEN GROUP, INC.
17964441 APPARATUS AND METHOD FOR PERSONAL IDENTIFICATION BASED ON DEEP NEURAL NETWORK Final Rejection RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY
17516835 METHOD OF TRAINING MODELS IN AI AND ELECTRONIC DEVICE Non-Final OA HON HAI PRECISION INDUSTRY CO., LTD.
18132748 Near Real-Time Feature Simulation for Online/Offline Point-in-Time Data Parity Non-Final OA eBay Inc.
18122665 PROCESSING METHOD IN A CONVOLUTIONAL NEURAL NETWORK ACCELERATOR, AND ASSOCIATED ACCELERATOR Non-Final OA COMMISSARIAT A L’ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES

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