Prosecution Insights
Last updated: April 19, 2026

Examiner: CHEN, KUANG FU

Tech Center 2100 • Art Units: 2143

This examiner grants 81% of resolved cases

Performance Statistics

80.6%
Allow Rate
+25.6% vs TC avg
289
Total Applications
+67.0%
Interview Lift
1080
Avg Prosecution Days
Based on 252 resolved cases, 2023–2026

Rejection Statute Breakdown

18.4%
§101 Eligibility
11.5%
§102 Novelty
47.4%
§103 Obviousness
14.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18343303 METHOD AND APPARATUS WITH NEURAL NETWORK TRAINING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17646903 MACHINE LEARNING MODEL FOR PREDICTING DRIVER-VEHICLE COMPATIBILITY Non-Final OA Capital One Services, LLC
17772793 LEARNING APPARATUS, INFORMATION INTEGRATION SYSTEM, LEARNING METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18459536 COMPUTATIONALLY CUSTOMIZING INSTRUCTIONAL CONTENT Non-Final OA Microsoft Technology Licensing, LLC
18067532 METHODS AND APPARATUS FOR RELATED SEARCH WITHIN A BROWSER Final Rejection GOOGLE LLC
18360000 INCORPORATING EXPLAINABILITY CONSTRAINTS INTO MACHINE LEARNING MODEL TRAINING Non-Final OA International Business Machines Corporation
18198532 ATTENTION-BASED NEURAL NETWORKS FOR QUANTUM COMPUTING SIMULATIONS Non-Final OA International Business Machines Corporation
17663872 DYNAMIC GOAL OPTIMIZATION Non-Final OA International Business Machines Corporation
18056331 SYSTEM AND METHOD FOR STRUCTURING A TENSOR NETWORK Non-Final OA Intel Corporation
18461577 Method for Determining Training Data for Training a Model, in particular for Solving a Recognition Task Non-Final OA Robert Bosch GmbH
17854487 MULTI-STEP FORECASTING VIA TEMPORAL AGGREGATION Final Rejection Oracle International Corporation
18309376 Task Learning System and Method, and Related Device Non-Final OA Huawei Cloud Computing Technologies Co., Ltd.
18169015 Artificial Intelligence (AI)-Based Generation of In-App Asset Variations Non-Final OA Sony Interactive Entertainment Inc.
18312287 MACHINE LEARNING MODEL WATERMARKING THROUGH FAIRNESS BIAS Non-Final OA SAP SE
18351217 COMPUTER-READABLE RECORDING MEDIUM STORING MACHINE LEARNING PROGRAM, MACHINE LEARNING METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA Fujitsu Limited
18174973 EVALUATION METHOD, EVALUATION APPARATUS, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING EVALUATION PROGRAM Non-Final OA FUJITSU LIMITED
18493657 SYSTEM AND METHOD FOR AUTO BINDING GRAPHICS TO COMPONENTS IN A BUILDING MANAGEMENT SYSTEM Non-Final OA Honeywell International Inc.
17863051 METHODS AND SYSTEMS FOR MEDICAL RECORD SEARCHING WITH TRANSMITTABLE MACHINE LEARNING Non-Final OA KPN INNOVATIONS, LLC.
18097070 INCREMENTAL MACHINE LEARNING TRAINING Final Rejection Home Depot Product Authority, LLC
17547249 LEARNING DEVICE, EXTRACTION DEVICE, LEARNING METHOD, EXTRACTION METHOD, LEARNING PROGRAM, AND EXTRACTION PROGRAM Non-Final OA NTT Communications Corporation
18172776 PROBLEM DETECTION BASED ON DEVIATION FROM FORECAST Non-Final OA Sumo Logic, Inc.
18032314 MICROWAVE PHOTONIC QUANTUM PROCESSOR Non-Final OA MIRAEX SA
17869493 SYSTEMS AND METHODS FOR EFFICIENTLY IMPLEMENTING HIERARCHIAL STATES IN MACHINE LEARNING MODELS USING REINFORCEMENT LEARNING Non-Final OA Substrate Artificial Intelligence SA
17327674 COMPUTER SECURITY BASED ON ARTIFICIAL INTELLIGENCE Non-Final OA Syed Kamran HASAN

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