Prosecution Insights
Last updated: August 18, 2026

Examiner: SINGH, AMRESH

Tech Center 2100 • Art Units: 2154 2159 2169

This examiner grants 76% of resolved cases

Performance Statistics

76.0%
Allow Rate
+21.0% vs TC avg
647
Total Applications
+22.3%
Interview Lift
1353
Avg Prosecution Days
Based on 617 resolved cases, 2023–2026

Rejection Statute Breakdown

18.0%
§101 Eligibility
16.1%
§102 Novelty
47.4%
§103 Obviousness
5.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17823775 LEARNING APPARATUS, METHOD AND INFERENCE SYSTEM Non-Final OA KABUSHIKI KAISHA TOSHIBA
18007871 Automatic Selection of Quantization and Filter Pruning Optimization Under Energy Constraints Non-Final OA Google LLC
18444769 BLOCKCHAIN GENERATION METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18328514 SEMI-SUPERVISED MACHINE LEARNING MODEL FRAMEWORK FOR UNLABELED LEARNING Final Rejection Paypal, Inc.
19091861 DATA SERIALIZATION IN A DISTRIBUTED EVENT PROCESSING SYSTEM Final Rejection Oracle International Corporation
18294104 INFORMATION PROCESSING APPARATUS, NODE SELECTION METHOD, AND PROGRAM Non-Final OA NTT, Inc.
19300048 PROACTIVE CONTEXTUAL AND PERSONALIZED SEARCH QUERY IDENTIFICATION Non-Final OA Microsoft Technology Licensing, LLC
17966637 PROGRAM ACCELERATORS WITH MULTIDIMENSIONAL NESTED COMMAND STRUCTURES Non-Final OA Microsoft Technology Licensing, LLC
18950108 Identifying at Least One Geospatial Location in Accordance with User Input Non-Final OA TomTom Navigation B.V.
18260740 CONTEXT DISCOVERY SYSTEM AND METHOD Non-Final OA Honeywell International Inc.
18510233 LEVERAGING GENERATIVE ARTIFICIAL INTELLIGENCE TO IDENTIFY PRODUCTS FOR COMPLETING A TASK DEFINED BY A SEARCH QUERY Non-Final OA eBay Inc.
19256184 DIGITAL CONTENT GENERATION METHOD AND DIGITAL CONTENT GENERATION SYSTEM Non-Final OA Winking Entertainment Corporation

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