Prosecution Insights
Last updated: May 29, 2026

Examiner: HOANG, MICHAEL H

Tech Center 2100 • Art Units: 2122 2159

This examiner grants 52% of resolved cases

Performance Statistics

52.1%
Allow Rate
-2.9% vs TC avg
163
Total Applications
+24.3%
Interview Lift
1628
Avg Prosecution Days
Based on 142 resolved cases, 2023–2026

Rejection Statute Breakdown

7.0%
§101 Eligibility
3.2%
§102 Novelty
82.1%
§103 Obviousness
2.5%
§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
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
18057883 TIME-SERIES ANOMALY DETECTION Non-Final OA Adobe Inc.
18367223 ACTIVE LEARNING WITH ANNOTATION SCORES Final Rejection NVIDIA Corporation
16862976 CONTENT MANAGEMENT USING ONE OR MORE NEURAL NETWORKS Non-Final OA Nvidia Corporation
17564240 Device of Handling Domain-Agnostic Meta-Learning Non-Final OA Moxa 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.

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