Prosecution Insights
Last updated: May 29, 2026

Examiner: PHUNG, STEVEN HUYNH

Tech Center 2100 • Art Units: 2125

This examiner grants 74% of resolved cases

Performance Statistics

74.4%
Allow Rate
+19.4% vs TC avg
60
Total Applications
+25.8%
Interview Lift
1603
Avg Prosecution Days
Based on 43 resolved cases, 2023–2026

Rejection Statute Breakdown

18.2%
§101 Eligibility
5.8%
§102 Novelty
70.8%
§103 Obviousness
3.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17694463 MACHINE LEARNING TECHNIQUES TO PREDICT CONTENT ACTIONS Non-Final OA Snap Inc.
18344836 FEATURE REPRESENTATION BASED ON ZONE BASED DIVERSITY Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17362684 NEURAL NETWORKS WITH ANALOG AND DIGITAL MODULES Non-Final OA International Business Machines Corporation
17508734 TECHNIQUES FOR TRAINED MODEL BIAS ASSESSMENT Non-Final OA Oracle International Corporation
17519532 NEURAL NETWORKS TRAINED USING EVENT OCCURRENCES Non-Final OA NVIDIA Corporation
17304448 EXPLAINING RESULTS PROVIDED BY AUTOMATED DECISIONS SYSTEMS Final Rejection SRI International
17451434 System For Collaboration And Optimization Of Edge Machines Based On Federated Learning Non-Final OA Tsinghua University
17646061 MACHINE-LEARNING WITH RESPECT TO MULTI-STATE MODEL OF AN ILLNESS Non-Final OA DASSAULT SYSTEMES
17404011 METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR SAMPLE MANAGEMENT Non-Final OA EMC IP Holding Company LLC
17826928 ACTIVE LEARNING CLASSIFIER ENGINE USING BETA APPROXIMATION Non-Final OA SAMSUNG SDS AMERICA, INC.

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