Prosecution Insights
Last updated: August 17, 2026

Examiner: NGUYEN, NHAT HUY T

Tech Center 4100 • Art Units: 2142 2143 2147 2156 2172 4100

This examiner grants 54% of resolved cases

Performance Statistics

53.6%
Allow Rate
-6.4% vs TC avg
405
Total Applications
+23.4%
Interview Lift
1282
Avg Prosecution Days
Based on 360 resolved cases, 2023–2026

Rejection Statute Breakdown

11.3%
§101 Eligibility
16.5%
§102 Novelty
57.3%
§103 Obviousness
10.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18631393 Method And Device For Managing Attention Accumulators Final Rejection Apple Inc.
17901589 INTERACTION RECORDING TOOLS FOR CREATING INTERACTIVE AR STORIES Non-Final OA SNAP INC.
18407166 REINFORCED TOTAL VARIATION DISTANCE LOSS FOR MACHINE LEARNING MODELS Non-Final OA QUALCOMM Incorporated
18491704 BRINGING QUANTUM COMPUTE CAPABILITIES TO CLASSICAL COMPUTING CHIPSET Non-Final OA QUALCOMM Incorporated
18472129 INTELLIGENT FORECASTING WITH LIMITED DATA AVAILABILITY UTILIZING EMBEDDINGS FROM AUTO-ENCODERS AND MACHINE LEARNING MODELS Non-Final OA PAYPAL, INC.
18790131 Dynamic User Interface Mode Selection Based On Physical Activity Detection Final Rejection Oracle International Corporation
18168229 CODE RADAR Final Rejection Microsoft Technology Licensing, LLC
18296916 MACHINE LEARNING PLATFORM FOR OPTIMIZED PROVIDER DETERMINATION AND PROCESSING Final Rejection DoorDash, Inc.
18450637 Tag-Based Virtual Background Boundary Area Non-Final OA Zoom Video Communications, Inc.
17561397 COMPOUND MODEL FOR EVENT-BASED PROGNOSTICS Final Rejection Hitachi, Ltd.
17190458 Wafer testing machine and method for training artificial intelligence model to test wafer Final Rejection REALTEK SEMICONDUCTOR CORPORATION
18390767 PREDICTING USER INPUT DEVICE ACTIVITY USING MACHINE LEARNING TECHNIQUES Non-Final OA Dell Products L.P.
17818589 CLIENT SELECTION IN OPEN RADIO ACCESS NETWORK FEDERATED LEARNING Non-Final OA Dell Products L.P.
18529086 OPTIMIZING PREDICTIVE ACCURACY ON GRAPHICAL NEURAL NETWORKS (GNN) UTILIZING EDGE AND NODE AGGREGATION Non-Final OA International Business Machines Corporation
18092440 TRAINING A GRAPH NEURAL NETWORK FOR DATABASE DRIVEN PLACE AND ROUTE Non-Final OA SambaNova Systems, Inc.
18179630 BATTERY CLASSIFIER PARTITIONING AND FUSION Final Rejection GM Global Technology Operations LLC

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