Prosecution Insights
Last updated: August 18, 2026

Examiner: LI, LIANG Y

Tech Center 2100 • Art Units: 2143 2156

This examiner grants 61% of resolved cases

Performance Statistics

61.3%
Allow Rate
+6.3% vs TC avg
309
Total Applications
+69.0%
Interview Lift
1214
Avg Prosecution Days
Based on 282 resolved cases, 2023–2026

Rejection Statute Breakdown

14.1%
§101 Eligibility
21.7%
§102 Novelty
52.7%
§103 Obviousness
8.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17409188 SYSTEMS AND METHODS FOR DYNAMIC CHOICE FILTERING Final Rejection Toyota Research Institute, Inc.
18690289 LEARNING DEVICE, LEARNING METHOD, AND RECORDING MEDIUM Non-Final OA NEC Corporation
17606808 ROBUSTNESS SETTING DEVICE, ROBUSTNESS SETTING METHOD, STORAGE MEDIUM STORING ROBUSTNESS SETTING PROGRAM, ROBUSTNESS EVALUATION DEVICE, ROBUSTNESS EVALUATION METHOD, STORAGE MEDIUM STORING ROBUSTNESS EVALUATION PROGRAM, COMPUTATION DEVICE, AND STORAGE MEDIUM STORING PROGRAM Final Rejection NEC Corporation
18321145 SYSTEMS AND METHODS FOR TAIL-SPECIFIC AIRCRAFT FUEL CONSUMPTION MODEL GENERATION Final Rejection THE BOEING COMPANY
18477760 DYNAMIC PROMPT CREATION FOR LARGE LANGUAGE MODELS Non-Final OA Microsoft Technology Licensing, LLC
18555479 METHOD, APPARATUS AND COMPUTER PROGRAM PRODUCT FOR PROVIDING FINETUNED NEURAL NETWORK FILTER Non-Final OA Nokia Technologies Oy
18035445 PLANT INFRASTRUCTURE MODELLING Non-Final OA Schneider Electric Industries SAS
18371942 CHANGE PREDICTION PLATFORM USING QUANTUM NEURAL NETWORKS FOR PREDICTING CHANGE INSTRUCTIONS Non-Final OA Bank of America Corporation
18520309 ADAPTING ION IMPLANT MODEL DURING MAINTENANCE RECOVERY Non-Final OA Applied Materials, Inc.
18183289 DYNAMIC MESSAGING TO MULTIPLE VIEWERS Non-Final OA International Business Machines Corporation
17400900 ENVIRONMENT AGNOSTIC INVARIANT RISK MINIMIZATION FOR CLASSIFICATION OF SEQUENTIAL DATASETS Final Rejection International Business Machines Corporation
18077615 APPARATUS FOR PREDICTING BATTERY LIFESPAN AND METHOD PREDICTING BATTERY LIFESPAN Non-Final OA Industry-Academic Cooperation Foundation, Yonsei University
18482251 DETERMINING SIMILARITY SAMPLES USING A MACHINE LEARNING OPERATION Non-Final OA CYLANCE INC.

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