Prosecution Insights
Last updated: April 19, 2026

Examiner: DETERDING, GWYNEVERE AMELIA

Tech Center 2100 • Art Units: 2125 2147 2148 2182

This examiner grants 100% of resolved cases

Performance Statistics

100.0%
Allow Rate
+45.0% vs TC avg
16
Total Applications
+100.0%
Interview Lift
1197
Avg Prosecution Days
Based on 2 resolved cases, 2023–2026

Rejection Statute Breakdown

21.3%
§101 Eligibility
8.0%
§102 Novelty
32.0%
§103 Obviousness
20.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18126808 ANOMALY ANALYSIS USING A BLOCKCHAIN, AND APPLICATIONS THEREOF Non-Final OA Capital One Services, LLC
18327952 MODEL TRAINING METHOD, DATA PROCESSING METHOD, AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18362166 Adversarial Cooperative Imitation Learning for Dynamic Treatment Non-Final OA NEC Laboratories America, Inc.
18119333 DETERMINATION CONTROL DEVICE AND METHOD Non-Final OA FUJITSU LIMITED
18108931 METHOD, DEVICE AND COMPUTER PROGRAM PRODUCT FOR GENERATING NEURAL NETWORK MODEL Non-Final OA Dell Products L.P.
17852484 Hardware-Aware Mixed-Precision Quantization Non-Final OA MediaTek Singapore Pte. Ltd.
18323364 TRANSFORMER-BASED SURROGATE MODEL MODULE FOR ELECTRIC CIRCUIT PERFORMANCE MODELING Non-Final OA NEW JERSEY INSTITUTE OF TECHNOLOGY
18209477 MACHINE LEARNING DEVICE, ROBOT SYSTEM, AND MACHINE LEARNING METHOD FOR LEARNING OBJECT PICKING OPERATION Non-Final OA Preferred Networks, Inc.
18157321 Knowledge Portal for Exploration Space with Interactive Avatar Non-Final OA KNOW SYSTEMS CORP

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