Prosecution Insights
Last updated: April 19, 2026

Examiner: MAC, GARY

Tech Center 2100 • Art Units: 2127

This examiner grants 36% of resolved cases

Performance Statistics

35.7%
Allow Rate
-19.3% vs TC avg
50
Total Applications
+25.0%
Interview Lift
1851
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

38.4%
§101 Eligibility
8.0%
§102 Novelty
41.9%
§103 Obviousness
10.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17463341 RECONFIGURABLE EXECUTION OF MACHINE LEARNING NETWORKS Final Rejection Texas Instruments Incorporated
18314802 FEDERATED LEARNING METHOD, APPARATUS, AND SYSTEM Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18196373 METHOD AND APPARATUS FOR INFORMATION RECOMMENDATION, ELECTRONIC DEVICE, COMPUTER READABLE STORAGE MEDIUM AND COMPUTER PROGRAM PRODUCT Non-Final OA Tencent Technology (Shenzhen) Company Limited
17527076 AUTOMATIC EARLY-EXITING MACHINE LEARNING MODELS Non-Final OA QUALCOMM Incorporated
17441761 OUTLIER DETECTION DEVICE, OUTLIER DETECTION METHOD, AND OUTLIER DETECTION PROGRAM Non-Final OA TDK CORPORATION
17656305 EVALUATING A SEQUENCE OF ENTRIES TO PREDICT A FUTURE EVENT Non-Final OA MatrixCare, Inc.
17957275 METHOD OF DETERMINING REGIONAL LAND USAGE PROPERTY, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17820688 METHOD FOR TRAINING COMPOUND PROPERTY PREDICTION MODEL, DEVICE AND STORAGE MEDIUM Final Rejection Beijing Baidu Netcom Science Technology Co., Ltd.
17749678 SYSTEM AND METHOD FOR CONTINUOUS DYNAMICS MODEL FROM IRREGULAR TIME-SERIES DATA Final Rejection ROYAL BANK OF CANADA
17743160 PHYSICS-INFORMED MULTIMODAL AUTOENCODER Non-Final OA National Technology & Engineering Solutions of Sandia, LLC
17732405 MULTIUSER LEARNING SYSTEM FOR DETECTING A DIVERSE SET OF RARE BEHAVIOR Non-Final OA FAIR ISAAC CORPORATION
17622647 METHOD AND APPARATUS FOR ADJUSTING QUANTIZATION PARAMETER OF RECURRENT NEURAL NETWORK, AND RELATED PRODUCT Non-Final OA Anhui Cambricon Information Technology Co., Ltd.

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