Prosecution Insights
Last updated: April 19, 2026

Examiner: JIANG, HAIMEI

Tech Center 2100 • Art Units: 2142 2145 2173 2175

This examiner grants 51% of resolved cases

Performance Statistics

50.6%
Allow Rate
-4.4% vs TC avg
445
Total Applications
+31.9%
Interview Lift
1579
Avg Prosecution Days
Based on 415 resolved cases, 2023–2026

Rejection Statute Breakdown

16.4%
§101 Eligibility
12.9%
§102 Novelty
57.4%
§103 Obviousness
7.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18303976 METHOD AND ELECTRONIC DEVICE FOR SECURE TRAINING OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL Non-Final OA Samsung Electronics Co., Ltd.
17469590 METHOD AND DEVICE WITH CLASSIFICATION VERIFICATION Non-Final OA Samsung Electronics Co., Ltd.
17215915 Multi-head neural network model to simultaneously predict multiple physiological signals from facial RGB video Final Rejection Google LLC
18309049 PROVIDING AND COMPARING CUSTOMIZED RISK SCORES FOR ARTIFICIAL INTELLIGENCE MODELS Non-Final OA International Business Machines Corporation
18151502 DEPLOYING DEEP LEARNING MODELS AT EDGE DEVICES WITHOUT RETRAINING Non-Final OA International Business Machines Corporation
18150135 TRAINING MACHINE LEARNING MODELS FOR CONTRASTIVE MULTI-FORMAT SHAPE SIMILARITY AND SEARCH Non-Final OA AUTODESK, INC.
18303362 ARTIFICIAL INTELLIGENCE MODEL TRAINING FOR IDLE MODE ASSISTANCE Non-Final OA Dell Products, L.P.
18076534 Data Center Monitoring And Management Operation Including Interaction With A Monitoring And Management Console Final Rejection Dell Products L.P.
17649805 ASSISTING USERS IN A WEB-BASED WORKSPACE Non-Final OA Dell Products, L.P.
18035466 LEARNING DEVICE, LEARNING METHOD AND PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17585641 Method for Suggesting Mates for a User Selected Modeled Component Final Rejection Dassault Systemes SolidWorks Corporation
18029636 SYSTEMS AND METHODS FOR ADAPTATIVE TRAINING OF MACHINE LEARNING MODELS Non-Final OA PRENOSIS, INC.

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