Prosecution Insights
Last updated: August 17, 2026

Examiner: PHUNG, STEVEN HUYNH

Tech Center 2100 • Art Units: 2123 2125 2145

This examiner grants 74% of resolved cases

Performance Statistics

73.9%
Allow Rate
+18.9% vs TC avg
67
Total Applications
+30.2%
Interview Lift
1610
Avg Prosecution Days
Based on 46 resolved cases, 2023–2026

Rejection Statute Breakdown

32.2%
§101 Eligibility
10.3%
§102 Novelty
37.3%
§103 Obviousness
19.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17694463 MACHINE LEARNING TECHNIQUES TO PREDICT CONTENT ACTIONS Non-Final OA Snap Inc.
18510527 SYSTEMS AND METHODS FOR GENERATING FLEXIBLE ENSEMBLES OF WEAK LEARNERS USING BROKEN SERIES TRAINING Non-Final OA Capital One Services, LLC
17452959 SYSTEMS AND METHODS FOR MODULAR SYNTACTIC GENERATORS FOR SYNTHETIC DATA GENERATION Final Rejection Capital One Services, LLC
17448298 QUANTIZED FEEDBACK IN FEDERATED LEARNING WITH RANDOMIZATION Non-Final OA QUALCOMM Incorporated
17508734 TECHNIQUES FOR TRAINED MODEL BIAS ASSESSMENT Non-Final OA Oracle International Corporation
18617024 GRAPH-BASED INTERACTION INTERFACES FOR GENERATIVE PRE-TRAINED TRANSFORMS Non-Final OA UiPath, Inc.
18344836 FEATURE REPRESENTATION BASED ON ZONE BASED DIVERSITY Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18176068 EDITING A TARGET MODEL TO FORGET DATA SAMPLES USING A REFERENCE MODEL TO ADJUST WEIGHTS OF THE TARGET MODEL Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17454568 MODEL PRODUCTIZATION ASSESSMENT Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17362684 NEURAL NETWORKS WITH ANALOG AND DIGITAL MODULES Non-Final OA International Business Machines Corporation

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month