Prosecution Insights
Last updated: August 16, 2026

Examiner: HWANG, MEGAN ELIZABETH

Tech Center 2100 • Art Units: 2143

This examiner grants 52% of resolved cases

Performance Statistics

51.9%
Allow Rate
-3.1% vs TC avg
46
Total Applications
+56.8%
Interview Lift
1420
Avg Prosecution Days
Based on 27 resolved cases, 2023–2026

Rejection Statute Breakdown

32.1%
§101 Eligibility
8.4%
§102 Novelty
42.2%
§103 Obviousness
15.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18089513 SOURCE-FREE ACTIVE ADAPTATION TO DISTRIBUTIONAL SHIFTS FOR MACHINE LEARNING Final Rejection Intel Corporation
18122645 MULTI-RATE COMPUTER VISION TASK NEURAL NETWORKS IN COMPRESSION DOMAIN Non-Final OA Tencent America LLC
17301397 Few-Shot Learning and Machine-Learned Model for Disease Classification Non-Final OA SIEMENS HEALTHINEERS AG
17556518 INFERRING GRAPHS FROM IMAGES AND TEXT Final Rejection Microsoft Technology Licensing, LLC
17799332 Training an Artificial Intelligence Unit for an Automated Vehicle Final Rejection Bayerische Motoren Werke Aktiengesellschaft
18042423 MACRO PLACEMENT USING AN ARTIFICIAL INTELLIGENCE APPROACH Non-Final OA MediaTek Inc.
17977941 MACHINE LEARNING ALGORITHM SELECTION Final Rejection Fujitsu Limited
17301865 SYSTEMS, APPARATUSES AND METHODS FOR DETECTING AND CLASSIFYING PATTERNS OF HEATMAPS Non-Final OA MICRON TECHNOLOGY, INC.
18116129 REINFORCED LEARNING APPROACH TO GENERATE TRAINING DATA Non-Final OA ADOBE INC.
17853670 Communication of Data for a Model Between Nodes in an Electronic Device Non-Final OA Advanced Micro Devices, Inc.
17703969 END-TO-END ADAPTIVE DEEP LEARNING TRAINING AND INFERENCE METHOD AND TOOL CHAIN TO IMPROVE PERFORMANCE AND SHORTEN DEVELOPMENT CYCLES Non-Final OA AONDEVICES, INC.

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