Prosecution Insights
Last updated: April 19, 2026

Examiner: LU, HWEI-MIN

Tech Center 2100 • Art Units: 2124 2142 2175

This examiner grants 62% of resolved cases

Performance Statistics

61.8%
Allow Rate
+6.8% vs TC avg
254
Total Applications
+39.5%
Interview Lift
1128
Avg Prosecution Days
Based on 217 resolved cases, 2023–2026

Rejection Statute Breakdown

11.2%
§101 Eligibility
9.4%
§102 Novelty
43.8%
§103 Obviousness
33.0%
§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.
18335338 INTELLIGENT PROACTIVE CONTENT SERVICE DELIVERY Non-Final OA Microsoft Technology Licensing, LLC
18204247 DIRECTED MANAGEMENT OF INTERACTIVE ELEMENTS IN AN INTERACTIVE ENVIRONMENT UTILIZING MACHINE LEARNING Non-Final OA Microsoft Technology Licensing, LLC
18228415 Multi-Modality Aware Transformer Non-Final OA International Business Machines Corporation
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
18380495 System and Method of Cyclic Boosting for Explainable Supervised Machine Learning Non-Final OA Blue Yonder Group, Inc.
17761504 LIST FLOW IMPLEMENTATION METHOD, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection Beijing Bytedance Network Technology Co., Ltd.
18355767 SPIKING MAXPOOLING NEURON Non-Final OA STMicroelectronics International N.V.
18301582 COMPUTER-READABLE RECORDING MEDIUM STORING GENERATION PROGRAM, GENERATION METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA FUJITSU LIMITED
18060188 STORAGE MEDIUM, MACHINE LEARNING 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.
17999402 INSTRUCTION FOR UE TO START AI, ML BY BASE STATION Final Rejection RAKUTEN MOBILE, 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.
17925575 EVENT MODEL TRAINING USING IN SITU DATA Non-Final OA LYTT LIMITED

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