Prosecution Insights
Last updated: May 29, 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
623
Total Applications
+22.8%
Interview Lift
1242
Avg Prosecution Days
Based on 600 resolved cases, 2023–2026

Rejection Statute Breakdown

2.2%
§101 Eligibility
3.7%
§102 Novelty
88.9%
§103 Obviousness
3.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18554959 A METHOD AND APPARATUS FOR ENHANCED TASK GROUPING Non-Final OA Nokia Technologies Oy
19252004 METHOD AND USER INTERFACE FOR TRAINING ARTIFICIAL NEURAL NETWORK MODELS IN ENVIRONMENT INCLUDING MULTIPLE COMPUTING NODES Final Rejection AIVEX Co., Ltd.
18551721 Access Control Method, Electronic Device, and System Non-Final OA Huawei Technologies Co., Ltd.
18523556 MACHINE LEARNING MODEL DISTRIBUTION ARCHITECTURE Non-Final OA Tektronix, Inc.
18455408 SERVICE FOR MANAGING QUANTUM COMPUTING RESOURCES Non-Final OA Amazon Technologies, Inc.
17234477 SYSTEMS AND METHODS FOR DYNAMICALLY UPDATING A NEURAL NETWORK HAVING A PLURALITY OF KERNELS Non-Final OA NVIDIA Corporation
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.

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