Prosecution Insights
Last updated: April 19, 2026

Examiner: WENG, PEI YONG

Tech Center 2100 • Art Units: 2141 2173 2179

This examiner grants 79% of resolved cases

Performance Statistics

79.4%
Allow Rate
+24.4% vs TC avg
655
Total Applications
+23.1%
Interview Lift
1193
Avg Prosecution Days
Based on 637 resolved cases, 2023–2026

Rejection Statute Breakdown

12.4%
§101 Eligibility
19.2%
§102 Novelty
49.3%
§103 Obviousness
8.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18120816 PREDICTION MODEL TRAINING METHOD, INFORMATION PREDICTION METHOD AND CORRESPONDING DEVICE Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17812429 SYSTEMS AND METHODS FOR USING MACHINE LEARNING MODELS TO ORGANIZE AND SELECT ACCESS-RESTRICTED COMPONENTS FOR USER INTERFACE TEMPLATES BASED ON CHARACTERISTICS OF ACCESS TOKEN TYPES Non-Final OA Capital One Services, LLC
18238337 CONTROL DEVICE, CONTROL SYSTEM, CONTROL METHOD, AND COMPUTER READABLE MEDIUM STORING CONTROL PROGRAM Non-Final OA Mitsubishi Electric Corporation
18616062 REAL-TIME VIDEO DISCOVERY-FRIENDLY USER EXPERIENCE FOR MOBILE DEVICES Non-Final OA Google LLC
18614395 NAVIGATING GALLERIES OF DIGITAL CONTENT Final Rejection Dropbox, Inc.
17843264 CUSTOMIZABLE FEDERATED LEARNING Non-Final OA Cisco Technology, Inc.
18122565 ONLINE TRAINING-BASED ENCODER TUNING IN NEURAL IMAGE COMPRESSION Non-Final OA Tencent America LLC
18142966 GENERATIVE MACHINE LEARNING FRAMEWORK Non-Final OA ServiceNow, Inc.
18162335 INTENT-DRIVEN ADAPTIVE LEARNING DELIVERY Non-Final OA Dell Products L.P.
18275511 NEURAL NETWORK REINFORCEMENT LEARNING WITH DIVERSE POLICIES Non-Final OA DeepMind Technologies Limited
18309088 SYSTEMS AND METHODS FOR TRAINING AND LEVERAGING A MULTI-HEADED MACHINE LEARNING MODEL FOR PREDICTIVE ACTIONS IN A COMPLEX PREDICTION DOMAIN Non-Final OA UnitedHealth Group Incorporated
18638784 GENERATING ENHANCED GRAPHICAL USER INTERFACES FOR PRESENTATION OF ANTI-INFECTIVE DESIGN SPACES FOR SELECTING DRUG CANDIDATES Non-Final OA Peptilogics, Inc.
17507773 TRANSITION TABLE NETWORKS Final Rejection TRANSITION TABLE NETWORKS, INC.

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