Prosecution Insights
Last updated: October 26, 2026

Steven Vo, USPTO Patent Examiner

Listed by the USPTO as VO, STEVEN

Tech Center 2100 • Art Units: 2148

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-55.0% vs TC avg
20
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

36.7%
§101 Eligibility
3.3%
§102 Novelty
45.0%
§103 Obviousness
15.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18453854 SYSTEMS AND METHODS FOR DEPLOYING MACHINE LEARNING MODELS TRAINED ON SYNTHETIC DATA GENERATED BASED ON A PREDICTED FUTURE DATA DRIFT Final Rejection Capital One Services, LLC
18449671 SYSTEMS AND METHODS FOR GENERATING MACHINE LEARNING MODELS BASED ON PANEL DATA SPLIT ALONG CROSS-SECTIONAL AND TIME DIMENSIONS Final Rejection Capital One Services, LLC
18590358 System and Method for Constructing Neural Networks Equivariant to Arbitrary Matrix Groups Using Group Representations and Equivariant Tensor Fusion Non-Final OA Mitsubishi Electric Research Laboratories, Inc.
18323557 System and Method for Automatically Determining Stride Values in Online Streaming Speech Processing Systems Final Rejection Microsoft Technology Licensing, LLC
18448288 INTELLIGENT SELF-GROWING AVATAR Non-Final OA International Business Machines Corporation
18632931 TECHNIQUES FOR COMBINING LEARNING-BASED AND RULE-BASED MODEL PREDICTIONS Non-Final OA NVIDIA CORPORATION
18714492 METHOD AND SYSTEM FOR QUANTIFYING UNCERTAINTIES IN OUTPUT DATA FROM A MACHINE LEARNING SYSTEM AND METHOD FOR TRAINING A MACHINE LEARNING SYSTEM Non-Final OA Continental Autonomous Mobility Germany GmbH

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Frequently Asked Questions

Which art unit does examiner Steven Vo work in?

Steven Vo examines applications in Art Unit 2148 in Tech Center 2100 (Computing & Software).

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