Prosecution Insights
Last updated: April 19, 2026

Examiner: HOANG, MICHAEL H

Tech Center 2100 • Art Units: 2122 2159

This examiner grants 52% of resolved cases

Performance Statistics

51.5%
Allow Rate
-3.5% vs TC avg
162
Total Applications
+25.9%
Interview Lift
1511
Avg Prosecution Days
Based on 136 resolved cases, 2023–2026

Rejection Statute Breakdown

30.3%
§101 Eligibility
9.1%
§102 Novelty
45.3%
§103 Obviousness
12.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17858570 SYSTEM AND METHOD FOR QUANTUM SAMPLING FROM A PROBABILITY DISTRIBUTION Non-Final OA President and Fellows of Harvard College
18159902 MACHINE LEARNING MODEL UPDATE BASED ON DATASET OR FEATURE UNLEARNING Non-Final OA SONY GROUP CORPORATION
18191700 NEURAL NETWORK LAYER OPTIMIZATION Non-Final OA TEXAS INSTRUMENTS INCORPORATED
17760311 ADAPTING MODELS FOR ARTIFICIAL INTELLIGENCE Final Rejection Nokia Technologies OY
17849506 GENERATING TRAINING DATA USING SAMPLED VALUES Final Rejection Microsoft Technology Licensing, LLC
17808511 REVERSE REINFORCEMENT LEARNING TO TRAIN TRAINING DATA FOR NATURAL LANGUAGE PROCESSING NEURAL NETWORK Final Rejection International Business Machines Corporation
17569183 FRACTAL RELATIONSHIPS FOR TRAINING ARTIFICIAL INTELLIGENCE CLASSIFIER Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17199918 ANALYZING AND ENABLING SHIFTS IN GROUP DYNAMICS Final Rejection International Business Machines Corporation
18309755 METHOD FOR OUTLIER ROBUST SUBGROUP INFERENCE VIA CLUSTERING IN THE GRADIENT SPACE Non-Final OA MASSACHUSETTS INSTITUTE OF TECHNOLOGY
18468203 MULTI-RESOLUTION FIELD REPRESENTATIONS IN NEURAL NETWORKS Non-Final OA QUALCOMM Incorporated
18057883 TIME-SERIES ANOMALY DETECTION Non-Final OA Adobe Inc.
17133158 SYSTEM AND METHOD FOR IMPLEMENTING INTELLIGENT SERVICE REQUEST REMEDY Non-Final OA CERNER INNOVATION, INC.
18367223 ACTIVE LEARNING WITH ANNOTATION SCORES Non-Final OA NVIDIA Corporation
16862976 CONTENT MANAGEMENT USING ONE OR MORE NEURAL NETWORKS Non-Final OA Nvidia Corporation
18130776 SYSTEM AND METHOD FOR MULTI-OBJECTIVE REINFORCEMENT LEARNING Non-Final OA ROYAL BANK OF CANADA
18466797 Solving Inaccuracies Associated with 0bject Detection Non-Final OA AUTOBRAINS TECHNOLOGIES LTD
17564240 Device of Handling Domain-Agnostic Meta-Learning Non-Final OA Moxa Inc.
17867751 Directed Acyclic Graph of Recommendation Dimensions Non-Final OA Braze, Inc.
18328629 NEURAL NETWORKS PROCESSING UNITS WEIGHT SPARSITY REMOVAL Non-Final OA NEURONIX AI LABS INC.
18166840 MACHINE LEARNING-BASED BRANCHING AND DIVING FOR SOLVING COMBINATORIAL OPTIMIZATION COMPUTATIONAL PROBLEM Non-Final OA Davidson Technologies, Inc.
17256686 COMPLEX ADAPTIVE SYSTEM Final Rejection The Agents Group (PTY) LTD.

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