Prosecution Insights
Last updated: August 17, 2026

Examiner: ALI, NAYMUR RAHMAN

Tech Center 4100 • Art Units: 2123 2165 4100

This examiner grants 0% of resolved cases

Performance Statistics

0.0%
Allow Rate
-60.0% vs TC avg
15
Total Applications
+0.0%
Interview Lift
1238
Avg Prosecution Days
Based on 1 resolved cases, 2023–2026

Rejection Statute Breakdown

28.8%
§101 Eligibility
8.5%
§102 Novelty
47.5%
§103 Obviousness
11.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18541702 CHALLENGE MANAGER Non-Final OA Wells Fargo Bank, N.A.
18541972 SYSTEMS AND METHODS FOR ON-DEVICE VALIDATION OF A NEURAL NETWORK MODEL Non-Final OA Samsung Electronics Co., Ltd.
18164230 DISTRIBUTED LOADING AND TRAINING FOR MACHINE LEARNING MODELS Final Rejection Snap Inc.
18409380 PREVENTING UNAUTHORIZED FINE-TUNING OF MACHINE LEARNING MODELS Non-Final OA QUALCOMM Incorporated
18377740 METHOD AND APPARATUS FOR LOADING CLASSICAL DATA INTO QUANTUM COMPUTERS Non-Final OA INTEL CORPORATION
18163711 SYSTEM AND METHOD FOR SPATIAL SALIENCY EXPLANATION FOR TIME SERIES MODELS Non-Final OA Microsoft Technology Licensing, LLC
18166948 FEDERATED LEARNING METHOD AND APPARATUS Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18160588 SYSTEM AND METHOD FOR MANAGING LATENT BIAS IN TREE BASED INFERENCE MODELS Final Rejection Dell Products L.P.
17970300 METHOD AND SYSTEM FOR COMPUTER VISION INFERENCING USING A PROCESSING SYSTEM WITH DEDICATED HARDWARE Final Rejection Dell Products L.P.
18616498 ENABLING A MACHINE LEARNING MODEL TO RUN PREDICTIONS ON DOMAINS WHERE TRAINING DATA IS LIMITED BY PERFORMING KNOWLEDGE DISTILLATION FROM FEATURES Non-Final OA International Business Machines Corporation
18362726 Artificial Intelligence Model Factory Final Rejection International Business Machines Corporation

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