Prosecution Insights
Last updated: May 29, 2026

Examiner: LU, HWEI-MIN

Tech Center 2100 • Art Units: 2124 2142 2175

This examiner grants 63% of resolved cases

Performance Statistics

62.6%
Allow Rate
+7.6% vs TC avg
257
Total Applications
+40.5%
Interview Lift
1066
Avg Prosecution Days
Based on 227 resolved cases, 2023–2026

Rejection Statute Breakdown

1.4%
§101 Eligibility
3.6%
§102 Novelty
90.8%
§103 Obviousness
4.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18341892 METHOD AND APPARATUS WITH MACHINE LEARNING MODEL Non-Final OA Samsung Electronics Co., Ltd.
17769614 MODEL GENERATION SYSTEM, METHOD, AND PROGRAM Final Rejection NEC Corporation
18122909 MANAGING MACHINE LEARNING TRAINING AND MACHINE LEARNING MODEL TRAINING CONTROL Non-Final OA NOKIA TECHNOLOGIES OY
18633947 HAND GESTURE INPUT FOR WEARABLE SYSTEM Non-Final OA Magic Leap, Inc.
18204247 DIRECTED MANAGEMENT OF INTERACTIVE ELEMENTS IN AN INTERACTIVE ENVIRONMENT UTILIZING MACHINE LEARNING Non-Final OA Microsoft Technology Licensing, LLC
18301514 GENERATING A QUESTION ANSWERING SYSTEM FOR FLOWCHARTS Non-Final OA International Business Machines Corporation
17678276 AUTOMATED CODE-MIXED NATURAL LANGUAGE PROCESSING FOR ARTIFICIAL INTELLIGENCE-BASED QUESTION ANSWERING TECHNIQUES Final Rejection International Business Machines Corporation
18077410 FEDERATED LEARNING FOR MEDIA CONTENT RECOMMENDATION Final Rejection Lemon Inc.
17761504 LIST FLOW IMPLEMENTATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection Beijing Bytedance Network Technology Co., Ltd.
18301582 COMPUTER-READABLE RECORDING MEDIUM STORING GENERATION PROGRAM, GENERATION METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA FUJITSU LIMITED
18322091 MACHINE LEARNING TECHNIQUES FOR DISAMBIGUATING UNSTRUCTURED DATA FIELDS FOR MAPPING TO DATA TABLES Non-Final OA Optum, Inc.
18380495 System and Method of Cyclic Boosting for Explainable Supervised Machine Learning Final Rejection Blue Yonder Group, Inc.
18204108 MACHINE LEARNING MODEL SEARCH USING META DATA Non-Final OA DataRobot, Inc.
18323473 ENCODING METHOD AND ENCODING CIRCUIT Non-Final OA MACRONIX INTERNATIONAL CO., LTD.
18074749 APPARATUS AND METHOD FOR REINFORCEMENT LEARNING BASED ON USER LEARNING ENVIRONMENT IN SEMICONDUCTOR DESIGN Non-Final OA AGILESODA INC.

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