Prosecution Insights
Last updated: April 19, 2026

Examiner: KOWALIK, SKIELER ALEXANDER

Tech Center 2100 • Art Units: 2142

This examiner grants 22% of resolved cases

Performance Statistics

22.2%
Allow Rate
-32.8% vs TC avg
34
Total Applications
+87.5%
Interview Lift
1197
Avg Prosecution Days
Based on 9 resolved cases, 2023–2026

Rejection Statute Breakdown

41.0%
§101 Eligibility
4.5%
§102 Novelty
47.2%
§103 Obviousness
6.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18075723 TRAINING MACHINE LEARNING MODELS TO PREDICT FIRE BEHAVIOR Final Rejection X Development LLC
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
18003804 SELECTING AN ACTION TO ACHIEVE A TARGET NETWORK CONFIGURATION Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
17947937 SYSTEM AND METHOD FOR MULTI-TASK LIFELONG LEARNING ON PERSONAL DEVICE WITH IMPROVED USER EXPERIENCE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18054451 MIXTURE-OF-EXPERTS LAYER WITH DYNAMIC GATING Final Rejection Microsoft Technology Licensing, LLC
17945004 METHOD, COMPUTING DEVICE AND COMPUTER-READABLE MEDIUM FOR CLASSIFICATION OF ENCRYPTED DATA USING DEEP LEARNING MODEL Final Rejection Daegu Gyeongbuk Institute of Science and Technology
18030238 NEURAL NETWORK-BASED ROUTING USING TIME-WINDOW CONSTRAINTS Non-Final OA BRINGG DELIVERY TECHNOLOGIES LTD.
17720537 METHOD FOR IDENTIFYING MANIFOLD CLUSTERS USING STATISTICALLY SIGNIFICANT ASSOCIATION PATTERNS Final Rejection SIPPA Solutions, LLC

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