Prosecution Insights
Last updated: August 18, 2026

Examiner: CORRIELUS, JEAN M

Tech Center 2100 • Art Units: 2154 2159 2162

This examiner grants 84% of resolved cases

Performance Statistics

84.0%
Allow Rate
+29.0% vs TC avg
1,055
Total Applications
+12.8%
Interview Lift
1022
Avg Prosecution Days
Based on 1027 resolved cases, 2023–2026

Rejection Statute Breakdown

22.8%
§101 Eligibility
14.0%
§102 Novelty
34.4%
§103 Obviousness
15.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18240882 SYSTEMS AND METHODS FOR COMPUTING FAIRNESS METRICS IN ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING MODELS Final Rejection The Toronto-Dominion Bank
18415261 METHOD AND ELECTRONIC DEVICE FOR PROVIDING A NEURAL ARCHITECTURE SEARCH Non-Final OA SAMSUNG ELECTRONICS CO.,LTD.
18668073 INTERLEAVED TRANSFORMERS Non-Final OA Google LLC
18295018 CONTINUOUS HYPER-PARAMETER TUNING WITH AUTOMATIC DOMAIN WEIGHT ADJUSTMENT BASED ON PERIODIC PERFORMANCE CHECKPOINTS Final Rejection Oracle International Corporation
18526186 USING A PROPERTY OF ELECTROMAGNETIC RADIATION PERFORMING COLLECTIVE OPERATIONS ASSOCIATED WITH AN ARTIFICIAL INTELLIGENCE MODEL Non-Final OA Microsoft Technology Licensing, LLC
18645814 Reinforcement Learning Device, Reinforcement Learning Method, and Reinforcement Learning Program Non-Final OA Hitachi,Ltd.
18952873 DYNAMIC UPDATES TO MACHINE LEARNING MODEL CARDS BASED ON MODEL CHANGES Non-Final OA NVIDIA Corporation
18546842 METHOD AND APPARATUS FOR VISUAL REASONING Final Rejection TSINGHUA UNIVERSITY
18307735 INTELLIGENT INTEGRATION SYSTEMS AND METHODS WITH GAP ANALYSIS Final Rejection OPEN TEXT INC.
18604799 OPTIMIZING GRAYSCALE RELEASE STRATEGIES BASED ON MULTIPLE OBJECTIVES AND CONSTRAINTS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18462757 LARGE OBJECT DATA IN A DATABASE SYSTEM Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18193281 ACCELERATION OF INFLIGHT DEPLOYMENTS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18986281 SYSTEMS AND METHODS FOR INTERFERENCE ANALYSIS FOR LARGE LANGUAGE MODEL OUTPUTS Non-Final OA Red Hat, Inc.
18097889 DISTRIBUTING OBJECTS ACROSS DEDUPLICATION DOMAINS BASED ON A STORAGE DISTRIBUTION MODE Non-Final OA Cohesity, Inc.
18973356 LABEL MODIFYING TECHNIQUE Non-Final OA CYLANCE INC.

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