Prosecution Insights
Last updated: April 19, 2026

Examiner: HOANG, AMY P

Tech Center 2100 • Art Units: 2143

This examiner grants 70% of resolved cases

Performance Statistics

70.3%
Allow Rate
+15.3% vs TC avg
263
Total Applications
+64.2%
Interview Lift
1203
Avg Prosecution Days
Based on 232 resolved cases, 2023–2026

Rejection Statute Breakdown

15.9%
§101 Eligibility
17.0%
§102 Novelty
46.0%
§103 Obviousness
13.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18677150 TECHNIQUES FOR SELECTING TEXT Final Rejection Apple Inc.
18144565 MACHINE LEARNING MODEL LINEAGE TRACKING Non-Final OA Microsoft Technology Licensing, LLC
18320116 SYSTEMS AND METHODS FOR CONFIGURING AND TRAINING MACHINE LEARNING MODELS BASED ON INPUT VALUE CHARACTERISTICS Non-Final OA PAYPAL, INC.
18104816 METHOD AND SYSTEM FOR SCHEDULING Final Rejection KONINKLIJKE PHILIPS N.V.
18422125 VIRTUAL REALITY LAW ENFORCEMENT TRAINING SYSTEM Non-Final OA V-Armed Inc.
18544849 SYSTEMS AND METHODS TO PRESENT VIEWS OF RECORDS IN CHAT SESSIONS BETWEEN USERS OF A COLLABORATION ENVIRONMENT Final Rejection Asana, Inc.
17884205 TRAINING A NEURAL NETWORK MODEL ACROSS MULTIPLE DOMAINS Final Rejection THE BANK OF NEW YORK MELLON
18144294 METHOD, DEVICE, AND PRODUCT FOR GENERATING USE CASE INTERFACE IN NEUROMORPHIC COMPUTATION Non-Final OA Dell Products L.P.
17514735 TECHNIQUE FOR AUTONOMOUSLY MANAGING CACHE USING MACHINE LEARNING Non-Final OA Nvidia Corporation
17201768 PRUNING NEURAL NETWORKS Final Rejection NVIDIA Corporation
17832303 NEURAL NETWORK PROCESSING UNIT, NEURAL NETWORK PROCESSING METHOD AND DEVICE Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17773378 METHOD FOR GENERATING LANE CHANGING DECISION-MAKING MODEL, METHOD FOR LANE CHANGING DECISION-MAKING OF UNMANNED VEHICLE AND ELECTRONIC DEVICE Non-Final OA Momenta (Suzhou) Technology Co., Ltd.
17772157 INTEGRATED ANALYSIS METHOD, INTEGRATED ANALYSIS APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM STORING AN INTEGRATED ANALYSIS PROGRAM Non-Final OA OMRON Corporation
18778759 Method And System For Improved Spreadsheet Charts Final Rejection Adaptam Inc.
18628205 SPREADSHEET INTERFACE FOR A TRANSACTION MANAGEMENT PLATFORM Final Rejection TermSheet, LLC
18230029 EDGE DATA GATHERING USING REINFORCEMENT LEARNING AND DISTRIBUTION CLIQUES Non-Final OA EMC IP Holding Company LLC

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