Prosecution Insights
Last updated: October 27, 2026

Zared Orion Cohen, USPTO Patent Examiner

Listed by the USPTO as COHEN, ZARED ORION

Tech Center 2100 • Art Units: 2148

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-55.0% vs TC avg
10
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

27.8%
§101 Eligibility
16.7%
§102 Novelty
30.6%
§103 Obviousness
25.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18513849 SYSTEM AND METHOD FOR TRAINING A MACHINE LEARNING MODEL Non-Final OA Sony Interactive Entertainment Inc.
18442804 Incident & Problem Management Data Accuracy Using Generative AI Non-Final OA Bank of America Corporation
18671914 AUTOMATED DATA INSTANCE ASSIGNMENT AND INTEGRATION Non-Final OA Ramp Business Corporation
18478817 UTILIZING LARGE GENERATIVE MODELS TO IMPROVE BAD-QUALITY AND SUBJECTIVE DATA Non-Final OA Microsoft Technology Licensing, LLC
18836037 COMPUTING SYSTEM, LEARNING METHOD AND EDGE DEVICE Non-Final OA Hitachi, Ltd.
18656147 ANALYSIS-DRIVEN AUTOMATED INFRASTRUCTURE UPGRADES FOR DATA CENTER SERVERS Non-Final OA Dell Products L.P.
18431258 UNSUPERVISED DOMAIN ADAPTATION USING PROMPT LEARNING IN EDGE DEVICES Non-Final OA Dell Products L.P.
18421577 MULTI-BRANCH NETWORK ARCHITECTURE SEARCHING SYSTEM AND METHOD Non-Final OA INDUSTRIAL TECHNOLOGY RESEARCH INSTITUTE

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Frequently Asked Questions

Which art unit does examiner Zared Orion Cohen work in?

Zared Orion Cohen examines applications in Art Unit 2148 in Tech Center 2100 (Computing & Software).

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