Prosecution Insights
Last updated: October 27, 2026

Gwynevere Amelia Deterding, USPTO Patent Examiner

Listed by the USPTO as DETERDING, GWYNEVERE AMELIA

Tech Center 4100 • Art Units: 2124 2125 2147 2148 2182 4100

This examiner grants 67% of resolved cases

Analysis

DETERDING, GWYNEVERE AMELIA is assigned to Tech Center 4100 and Art Unit 2124. The profile contains 9 resolved cases, a 66.7% allowance rate, and a median of 1223 days to allowance. The 51.9% interview lift is substantial in the reported record, but the small case base makes the result particularly dependent on the individual matters represented.

The listed companies are International Business Machines Corporation, Capital One Services LLC, and State Farm Mutual Automobile Insurance Company. The listed firms are Harrity & Harrity, LLP, Hanley, Flight and Zimmerman, LLC, and HSML P.C. Practitioners may consider interviews important in this docket, while treating the limited record as a reason for close review of each application.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

66.7%
Allow Rate
+6.7% vs TC avg
35
Total Applications
+51.9%
Interview Lift
1223
Avg Prosecution Days
Based on 9 resolved cases, 2023–2026

Rejection Statute Breakdown

33.8%
§101 Eligibility
11.9%
§102 Novelty
31.1%
§103 Obviousness
17.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18126808 ANOMALY ANALYSIS USING A BLOCKCHAIN, AND APPLICATIONS THEREOF Final Rejection Capital One Services, LLC
18651403 SYSTEM AND METHOD FOR TRAINING A RESPONSE-GENERATING MODEL Non-Final OA State Farm Mutual Automobile Insurance Company
18327952 MODEL TRAINING METHOD, DATA PROCESSING METHOD, AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18823030 COMPUTER-READABLE RECORDING MEDIUM STORING TRAINING DATA GENERATION PROGRAM, TRAINING DATA GENERATION METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA Fujitsu Limited
17504282 DEEP NEURAL NETWORK OPTIMIZATION SYSTEM FOR MACHINE LEARNING MODEL SCALING Non-Final OA Intel Corporation
18491048 METHOD AND APPARATUS FOR PROCESSING PREDICTIVE SPATIOTEMPORAL QUERY BASED ON SYNTHETIC DATA Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18636481 METHOD OF TRAINING MACHINE LEARING MODEL FOR MANAGING PROMPTS Non-Final OA International Business Machines Corporation
18584099 ACCELERATED MACHINE LEARNING Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18464336 MODULAR HYPERVECTOR FACTORIZATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18452969 LEARNING RELATIONS IN MULTI-RELATIONAL GRAPHS IN GRAPH NEURAL NETWORKS Non-Final OA International Business Machines Corporation
17860019 SYSTEMS AND METHODS FOR MEDIA DISCOVERY Non-Final OA Spotify AB
17378844 AUTONOMIC DETECTION AND CORRECTION OF ARTIFICIAL INTELLIGENCE MODEL DRIFT Final Rejection DELL PRODUCTS L.P.

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Frequently Asked Questions

What is examiner Gwynevere Amelia Deterding's allowance rate?

66.7% of resolved applications examined by Gwynevere Amelia Deterding were allowed (9 resolved cases), compared with 63.1% across Art Unit 2124 over the last five years.

Does an interview help with examiner Gwynevere Amelia Deterding?

This examiner's interview lift is +51.9 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.

How long does examiner Gwynevere Amelia Deterding take to allow a patent?

Applications allowed by Gwynevere Amelia Deterding took 1,223 days on average from filing to allowance.

Which art unit does examiner Gwynevere Amelia Deterding work in?

Gwynevere Amelia Deterding examines applications in Art Unit 2124 in Tech Center 4100.

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