Prosecution Insights
Last updated: October 02, 2026

Examiner: ASEGDEW, NATNAEL AREGA

Tech Center 4100 • Art Units: 2118 2122 2123 2146 2488 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
9
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

31.2%
§101 Eligibility
24.6%
§102 Novelty
37.7%
§103 Obviousness
4.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18610995 METHOD AND APPARATUS WITH NEURAL NETWORK MODEL TRAINING Non-Final OA UIF (University Industry Foundation), Yonsei University
18839379 Neural Architecture Search with Improved Computational Efficiency Non-Final OA Google LLC
18457993 SYSTEMS AND METHODS FOR HARNESSING LABEL SEMANTICS TO EXTRACT HIGHER PERFORMANCE UNDER NOISY LABEL FOR COMPANY TO INDUSTRY MATCHING Non-Final OA JPMORGAN CHASE BANK, N.A.
18694152 System, Method, and Computer Program Product for Identifying Weak Points in a Predictive Model Non-Final OA Visa International Service Association
18624245 AUTOMATED TRAINING DATASET MODIFICATIONS TO BALANCE DATA VARIATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18537772 CAUSALITY REASONING Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18451960 GROUPWISE ENCODING OF NEURAL NETWORKS Final Rejection Cypress Semiconductor Corporation
18491515 METHODS, SYSTEMS, AND APPARATUSES FOR TRAINING PRIVACY PROTECTION MODEL Non-Final OA Alipay (Hangzhou) Information Technology Co., Ltd.
18452714 CONVOLUTIONAL STRUCTURED STATE SPACE MODEL Final Rejection NVIDIA Corporation

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