Prosecution Insights
Last updated: May 29, 2026

Examiner: CHEN, KUANG FU

Tech Center 2100 • Art Units: 2143

This examiner grants 81% of resolved cases

Performance Statistics

81.0%
Allow Rate
+26.0% vs TC avg
292
Total Applications
+65.1%
Interview Lift
1066
Avg Prosecution Days
Based on 258 resolved cases, 2023–2026

Rejection Statute Breakdown

8.4%
§101 Eligibility
5.2%
§102 Novelty
82.7%
§103 Obviousness
3.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18343303 METHOD AND APPARATUS WITH NEURAL NETWORK TRAINING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17772793 LEARNING APPARATUS, INFORMATION INTEGRATION SYSTEM, LEARNING METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18318616 MODEL DISTILLATION TRAINING METHOD, RELATED APPARATUS AND DEVICE, AND READABLE STORAGE MEDIUM Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
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
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
17724693 Decision Support in Industrial Plants Non-Final OA ABB Schweiz AG
18493657 SYSTEM AND METHOD FOR AUTO BINDING GRAPHICS TO COMPONENTS IN A BUILDING MANAGEMENT SYSTEM Non-Final OA Honeywell International Inc.
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
18021810 TRAINING DEVICE, TRAINING METHOD AND TRAINING PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17863051 METHODS AND SYSTEMS FOR MEDICAL RECORD SEARCHING WITH TRANSMITTABLE MACHINE LEARNING Non-Final OA KPN INNOVATIONS, LLC.
18230056 CONTROLLING AGENTS USING AUXILIARY PREDICTION NEURAL NETWORKS THAT GENERATE STATE VALUE ESTIMATES Non-Final OA DeepMind Technologies Limited
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.
17327674 COMPUTER SECURITY BASED ON ARTIFICIAL INTELLIGENCE Non-Final OA Syed Kamran HASAN

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