Prosecution Insights
Last updated: October 27, 2026

Jasmine Thanh Thai, USPTO Patent Examiner

Listed by the USPTO as THAI, JASMINE THANH

Tech Center 2100 • Art Units: 2124 2129

This examiner grants 36% of resolved cases

Analysis

Jasmine Thanh Thai has resolved 31 cases in Tech Center 2100, with an allowance rate of 35.5%. The median time to allowance is 1443 days, indicating a very challenging and lengthy prosecution path in Art Unit 2124. Top companies such as Qualcomm Incorporated, Wells Fargo Bank, N.A., and Samsung Electronics Co., Ltd. have all navigated this examiner's docket. These statistics suggest that applicants must be prepared for a rigorous and time-consuming examination process.

The most striking data point is the 64.5% interview lift, which is exceptionally high. This lift suggests that interviews are an essential tool for overcoming the low 35.5% base allowance rate. Firms like Maschoff Brennan and ARMSTRONG TEASDALE LLP (15060) should prioritize interviews to improve outcomes and manage the 1443-day median pendency. Given the 64.5% lift, an interview may be the most effective way to reach a favorable resolution across the 31 resolved cases.

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

Performance Statistics

35.5%
Allow Rate
-19.5% vs TC avg
67
Total Applications
+64.5%
Interview Lift
1443
Avg Prosecution Days
Based on 31 resolved cases, 2023–2026

Rejection Statute Breakdown

20.9%
§101 Eligibility
16.3%
§102 Novelty
40.3%
§103 Obviousness
22.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18519860 ELECTRONIC APPARATUS FOR QUANTIZING NEURAL NETWORK MODEL AND CONTROL METHOD THEREOF Non-Final OA Samsung Electronics Co., Ltd.
18630785 SYSTEMS AND METHODS FOR MITIGATING THE OVERFITTING OF ARTIFICIAL INTELLIGENCE MODELS Non-Final OA Wells Fargo Bank, N.A.
17542178 INTERACTIVE DIGITAL DASHBOARDS FOR TRAINED MACHINE LEARNING OR ARTIFICIAL INTELLIGENCE PROCESSES Non-Final OA The Toronto-Dominion Bank
17827448 SELF-SUPERVISED CONTRASTIVE LEARNING USING RANDOM FEATURE CORRUPTION Final Rejection Google LLC
17966985 REINFORCEMENT LEARNING METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17696040 Artificial Intelligence (AI) Model Evaluation Method and System, and Device Non-Final OA Huawei Cloud Computing Technologies Co., Ltd.
17707847 MACHINE LEARNING PIPELINE AUGMENTED WITH EXPLANATION Non-Final OA FUJITSU LIMITED
18662303 FREQUENCY-DOMAIN MACHINE LEARNING MODEL ADAPTERS Non-Final OA QUALCOMM Incorporated
18102601 METHOD OF DETERMINING ZONE MEMBERSHIP IN ZONE-BASED FEDERATED LEARNING Final Rejection QUALCOMM Technologies, Inc.
18363087 MODELING OPERATIONAL BOUNDS OF LARGE LANGUAGE MODELS FOR THE MEDICAL DOMAIN Non-Final OA Siemens Healthineers AG
17495436 BALANCING WORKLOAD FOR ZERO SKIPPING ON DEEP LEARNING ACCELERATOR Final Rejection MEDIATEK INC.
18071231 NEURAL NETWORK WORD CLUSTERING SYSTEM Final Rejection SAP SE
17500721 Classification Evaluation and Improvement in Machine Learning Models Final Rejection ServiceNow, Inc.
17664660 COMPUTING METHOD AND COMPUTING SYSTEM FOR TRANSFORMER MODEL Non-Final OA HTC Corporation

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Frequently Asked Questions

What is examiner Jasmine Thanh Thai's allowance rate?

35.5% of resolved applications examined by Jasmine Thanh Thai were allowed (31 resolved cases), compared with 63.1% across Art Unit 2124 over the last five years.

Does an interview help with examiner Jasmine Thanh Thai?

This examiner's interview lift is +64.5 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.

How long does examiner Jasmine Thanh Thai take to allow a patent?

Applications allowed by Jasmine Thanh Thai took 1,443 days on average from filing to allowance.

Which art unit does examiner Jasmine Thanh Thai work in?

Jasmine Thanh Thai examines applications in Art Unit 2124 in Tech Center 2100 (Computing & Software).

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