Prosecution Insights
Last updated: August 17, 2026

Examiner: KOWALIK, SKIELER ALEXANDER

Tech Center 2100 • Art Units: 2123 2126 2142

This examiner grants 27% of resolved cases

Performance Statistics

27.3%
Allow Rate
-27.7% vs TC avg
38
Total Applications
+88.9%
Interview Lift
1407
Avg Prosecution Days
Based on 11 resolved cases, 2023–2026

Rejection Statute Breakdown

34.2%
§101 Eligibility
7.4%
§102 Novelty
51.7%
§103 Obviousness
5.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17974089 SERVER AND METHOD FOR PROVIDING RECOMMENDATION CONTENT Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18075723 TRAINING MACHINE LEARNING MODELS TO PREDICT FIRE BEHAVIOR Non-Final OA X Development LLC
18154523 MULTI-GRAPH CONVOLUTION COLLABORATIVE FILTERING Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17932809 FEDERATED LEARNING SURROGATION WITH TRUSTED SERVER Non-Final OA QUALCOMM Incorporated
18383501 ROBUSTNESS EVALUATION DEVICE, ROBUSTNESS EVALUATION METHOD AND RECORDING MEDIUM Final Rejection NEC Corporation
17637120 ROBUSTNESS EVALUATION DEVICE, ROBUSTNESS EVALUATION METHOD AND RECORDING MEDIUM Final Rejection NEC Corporation
18176374 Providing Fairness in Fine-Tuning of Pre-Trained Language Models Non-Final OA Oracle International Corporation
18054451 MIXTURE-OF-EXPERTS LAYER WITH DYNAMIC GATING Non-Final OA Microsoft Technology Licensing, LLC
18064685 EFFICIENT GENERATION OF AN EXTRAPOLATED INDICATION ASSOCIATED WITH A SUBSEQUENT EVENT WITHOUT REDUNDANCY Final Rejection Truist Bank
17550650 SELECTING DIFFERENTIAL PRIVACY PARAMETERS IN NEURAL NETWORKS Final Rejection SAP SE
18156369 ACCELERATOR CIRCUIT, SEMICONDUCTOR DEVICE, AND METHOD FOR ACCELERATING CONVOLUTION CALCULATION IN CONVOLUTIONAL NEURAL NETWORK Final Rejection TAIWAN SEMICONDUCTOR MANUFACTURING COMPANY LTD.
17587350 Automated Multi-Persona Response Generation Non-Final OA Disney Enterprises, Inc.
17690762 PERFORMING KNOWLEDGE GRAPH EMBEDDING USING A PREDICTION MODEL Non-Final OA International Business Machines Corporation
18312870 Digital Information-Theoretic Code From Analog Scanning Technology Using Deep Networks Non-Final OA Northeastern University

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