Prosecution Insights
Last updated: May 29, 2026

Examiner: VANWORMER, SKYLAR K

Tech Center 2100 • Art Units: 2129 2146

This examiner grants 39% of resolved cases

Performance Statistics

39.3%
Allow Rate
-15.7% vs TC avg
60
Total Applications
+22.5%
Interview Lift
1489
Avg Prosecution Days
Based on 28 resolved cases, 2023–2026

Rejection Statute Breakdown

2.7%
§101 Eligibility
0%
§102 Novelty
96.6%
§103 Obviousness
0.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17695064 OPTIMAL LEARNING RATE SELECTION THROUGH STEP SAMPLING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17607702 ELECTRONIC DEVICE AND METHOD FOR CONTROLLING ELECTRONIC DEVICE Non-Final OA Samsung Electronics Co., Ltd.
17346939 MINI-BATCH LEARNING APPARATUS, OPERATION PROGRAM OF MINI-BATCH LEARNING APPARATUS, AND OPERATION METHOD OF MINI-BATCH LEARNING APPARATUS Final Rejection FUJIFILM Corporation
18015520 FEDERATED LEARNING FOR DEEP NEURAL NETWORKS IN A WIRELESS COMMUNICATION SYSTEM Non-Final OA Google LLC
18344487 GENERATING PROGRAM BINARIES FOR A TRANSFORMER TO PROCESS SEQUENCE CONCATENATIONS HAVING DIFFERENT INPUT LENGTHS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17470763 MULTI-OBJECTIVE MACHINE LEARNING WITH MODEL AND HYPERPARAMETER OPTIMIZATION FUSION Non-Final OA International Business Machines Corporation
17393130 Learning Causal Relationships Non-Final OA International Business Machines Corporation
17368470 NEURAL NETWORK OPERATION APPARATUS AND QUANTIZATION METHOD Final Rejection UNIST(ULSAN NATIONAL INSTITUTE OF SCIENCE AND TECHNOLOGY)
18328407 ADAPTIVE DRIVING STYLE Non-Final OA Honda Motor Co., Ltd.
17388009 METHOD OF TRAINING A DEEP NEURAL NETWORK TO CLASSIFY DATA Final Rejection FUJITSU LIMITED
17503210 TECHNIQUES FOR INFERRING INFORMATION Final Rejection NVIDIA Corporation
17735373 SUBWAY OPERATING STATE PREDICTION METHOD AND APPARATUS, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17418930 INSECT ATTACK RISK PREDICTION SYSTEM AND METHOD Non-Final OA AGROROBOTICA S.R.L.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month