Prosecution Insights
Last updated: May 29, 2026

Examiner: KIM, HARRISON CHAN YOUNG

Tech Center 2100 • Art Units: 2145

This examiner grants 50% of resolved cases

Performance Statistics

50.0%
Allow Rate
-5.0% vs TC avg
42
Total Applications
+33.3%
Interview Lift
1375
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

5.6%
§101 Eligibility
0%
§102 Novelty
94.4%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18194213 PREDICTIVE MACHINE LEARNING ARCHITECTURE FOR IDENTIFYING GAPS IN NETWORK ACTIVITY Non-Final OA Visa International Service Association
18331929 METHOD FOR SEMI-ASYNCHRONOUS FEDERATED LEARNING AND COMMUNICATION APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17664616 SPARSITY AND QUANTIZATION FOR DEEP NEURAL NETWORKS Final Rejection Microsoft Technology Licensing, LLC
17738268 TRAINING A NEURAL NETWORK TO ACHIEVE AVERAGE CALIBRATION Non-Final OA International Business Machines Corporation
17566647 AUTO-ENRICHING CLIMATE-AWARE SUPPLY CHAIN MANAGEMENT Non-Final OA International Business Machines Corporation
17475837 FEATURE SELECTION USING MULTIVARIATE EFFECT OPTIMIZATION MODELS Non-Final OA PayPal, Inc.
17823913 LEARNING APPARATUS, LEARNING SYSTEM, AND LEARNING METHOD Final Rejection KABUSHIKI KAISHA TOSHIBA
17793666 MULTIPLE-TASK NEURAL NETWORKS Final Rejection Hewlett-Packard Development Company, L.P.
17866194 SYSTEMS AND METHODS FOR NEURAL NETWORK TRAINING WITH WEIGHT SPARSITY Final Rejection Alibaba (China) Co., Ltd.
17737754 NEURAL NETWORK CAPABILITY INDICATION Final Rejection NVIDIA Corporation
17819122 MULTI-DIMENSIONAL KNOWLEDGE GRAPH-BASED SYSTEM IN SUPPORT OF REGULATORY COMPLIANCE APPLICATIONS IN FINANCIAL SERVICES Final Rejection Morgan Stanley Services Group Inc.
18331979 SYSTEM AND METHOD FOR DETERMINATION AND CLASSIFICATION OF PERSONAL IDENTIFIABLE INFORMATION IN A FILE Non-Final OA Securiti, Inc.
18062055 METHOD OF USING FPGA FOR AI INFERENCE SOFTWARE STACK ACCELERATION Final Rejection EFINIX, INC.
17743112 PHYSICS-INFORMED ATTENTION-BASED NEURAL NETWORK Final Rejection OriGen

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