Prosecution Insights
Last updated: July 05, 2026

Examiner: PATEL, LOKESHA G

Tech Center 2100 • Art Units: 2125

This examiner grants 77% of resolved cases

Performance Statistics

77.3%
Allow Rate
+22.3% vs TC avg
86
Total Applications
+36.3%
Interview Lift
1558
Avg Prosecution Days
Based on 75 resolved cases, 2023–2026

Rejection Statute Breakdown

18.4%
§101 Eligibility
5.4%
§102 Novelty
65.9%
§103 Obviousness
6.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18036954 System and Method for Transforming a Trained Artificial Intelligence Model Into a Trustworthy Artificial Intelligence Model Non-Final OA Siemens Aktiengesellschaft
18269734 TRAINING OF A MACHINE LEARNING MODEL Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18458220 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Non-Final OA KABUSHIKI KAISHA TOSHIBA
17111470 SIDELINK-ASSISTED UPDATE AGGREGATION IN FEDERATED LEARNING Non-Final OA QUALCOMM Incorporated
17676692 Intelligent Detection System of Effluent Total Nitrogen based on Fuzzy Transfer Learning Algorithm Final Rejection BEIJING UNIVERSITY OF TECHNOLOGY
17592196 SYSTEM AND METHOD FOR HETEROGENEOUS MULTI-TASK LEARNING WITH EXPERT DIVERSITY Final Rejection ROYAL BANK OF CANADA

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