Prosecution Insights
Last updated: April 19, 2026

Examiner: MILLS, FRANK D

Tech Center 2100 • Art Units: 2176 2194

This examiner grants 69% of resolved cases

Performance Statistics

69.2%
Allow Rate
+14.2% vs TC avg
621
Total Applications
+22.8%
Interview Lift
1294
Avg Prosecution Days
Based on 600 resolved cases, 2023–2026

Rejection Statute Breakdown

16.2%
§101 Eligibility
11.7%
§102 Novelty
52.0%
§103 Obviousness
12.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19252004 METHOD AND USER INTERFACE FOR TRAINING ARTIFICIAL NEURAL NETWORK MODELS IN ENVIRONMENT INCLUDING MULTIPLE COMPUTING NODES Final Rejection AIVEX Co., Ltd.
18231606 QUERY RESPONSE USING A CUSTOM CORPUS Non-Final OA GOOGLE LLC
18455408 SERVICE FOR MANAGING QUANTUM COMPUTING RESOURCES Non-Final OA Amazon Technologies, Inc.
18554256 API ADAPTER GENERATOR, API ADAPTER GENERATION METHOD, AND API ADAPTER GENERATION PROGRAM Non-Final OA Nippon Telegraph and Telephone Corporation
17234477 SYSTEMS AND METHODS FOR DYNAMICALLY UPDATING A NEURAL NETWORK HAVING A PLURALITY OF KERNELS Non-Final OA NVIDIA Corporation
18171689 SYSTEM AND METHOD FOR API RESOURCE PREDICTION Non-Final OA Jio Platforms Limited
18195399 DYNAMIC BUFFER LIMIT CONFIGURATION OF MONITORING AGENTS Non-Final OA VMware LLC
18270443 METHOD, APPARATUS, AND SYSTEM FOR CREATING TRAINING TASK ON AI TRAINING PLATFORM, AND MEDIUM Non-Final OA Inspur Suzhou Intelligent Technology Co., Ltd.

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