Prosecution Insights
Last updated: August 16, 2026

Examiner: DWIVEDI, MAHESH H

Tech Center 2100 • Art Units: 2154 2168

This examiner grants 70% of resolved cases

Performance Statistics

69.6%
Allow Rate
+14.6% vs TC avg
782
Total Applications
+4.3%
Interview Lift
1329
Avg Prosecution Days
Based on 762 resolved cases, 2023–2026

Rejection Statute Breakdown

13.4%
§101 Eligibility
20.2%
§102 Novelty
49.5%
§103 Obviousness
12.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18651418 SYSTEMS AND METHODS FOR USING A GENERATIVE MODEL TO GENERATE AN OUTPUT BASED ON A SET OF DIVERSE INPUTS Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
19348680 CONTENT SEARCHING Non-Final OA Beijing Zitiao Network Technology Co., Ltd.
18615686 METHODS AND ARRANGEMENTS FOR SIMILARITY SEARCH BASED ON MULTI-LABEL TEXT CLASSIFICATION Final Rejection Capital One Services, LLC
17756957 FEDERATED MIXTURE MODELS Non-Final OA Qualcomm Technologies, Inc.
18574995 APPARATUS, METHOD, DEVICE AND MEDIUM FOR LABEL-BALANCED CALIBRATION IN POST-TRAINING QUANTIZATION OF DNN Non-Final OA Intel Corporation
19075883 INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTION FOR A MEDICAL PATIENT Final Rejection NEC Corporation
19075929 INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTION FOR A MEDICAL PATIENT Final Rejection NEC Corporation
19076030 INFORMATION AGGREGATION IN A MULTI-MODAL ENTITY-FEATURE GRAPH FOR INTERVENTION PREDICTION FOR A MEDICAL PATIENT Final Rejection NEC Corporation
19170106 DOCUMENT RETRIEVAL SYSTEM Final Rejection Semiconductor Energy Laboratory Co., Ltd.
18768348 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM PRODUCT Final Rejection KABUSHIKI KAISHA TOSHIBA
18688844 INFORMATION PROCESSING DEVICE Non-Final OA NTT DOCOMO, INC.
18207755 SPARSITY-AWARE NEURAL NETWORK PROCESSING Non-Final OA Microsoft Technology Licensing, LLC
18537588 MULTIMODAL UNSUPERVISED META-LEARNING METHOD AND APPARATUS Non-Final OA ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18463389 METHOD, APPARATUS, DEVICE AND STORAGE MEDIUM FOR RECOMMENDING INFORMATION Final Rejection Lemon Inc.
18661835 REMOTE CLONING OF FILES IN DISTRIBUTED FILE SYSTEMS Final Rejection NetApp, Inc.
18446859 FEDERATED LEARNING METHOD USING ARTIFICIAL INTELLIGENCE Final Rejection Research & Business Foundation SUNGKYUNKWAN UNIVERSITY
18147855 PROCESSING OF DELIMITER-SEPARATED VALUE (DSV) DATA Non-Final OA TERADATA US, INC.
18294356 METHODS AND SYSTEMS FOR SELECTING ACTIONS FROM A SET OF ACTIONS TO BE PERFORMED IN AN ENVIRONMENT AFFECTED BY DELAYS Non-Final OA THE ROYAL INSTITUTION FOR THE ADVANCEMENT OF LEARNING/MCGILL UNIVERSITY

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