Prosecution Insights
Last updated: April 19, 2026

Examiner: DAY, ROBERT N

Tech Center 2400 • Art Units: 2122 2148 2488

This examiner grants 23% of resolved cases

Performance Statistics

22.7%
Allow Rate
-35.3% vs TC avg
60
Total Applications
+23.2%
Interview Lift
1564
Avg Prosecution Days
Based on 22 resolved cases, 2023–2026

Rejection Statute Breakdown

32.6%
§101 Eligibility
12.9%
§102 Novelty
35.3%
§103 Obviousness
18.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18314378 METHOD AND APPARATUS WITH MACHINE LEARNING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17396510 SYSTEM AND METHOD FOR LIGHTWEIGHT SEMANTIC MASKING Final Rejection Samsung Electronics Co., Ltd.
17156126 METHOD AND APPARATUS FOR CONTINUAL FEW-SHOT LEARNING WITHOUT FORGETTING Non-Final OA Samsung Electronics Co., Ltd.
18227261 METHOD OF LEARNING NEURAL NETWORK, FEATURE SELECTION APPARATUS, FEATURE SELECTION METHOD, AND RECORDING MEDIUM Non-Final OA NEC Corporation
17883439 METHOD AND APPARATUS FOR CONSTRUCTING MULTI-TASK LEARNING MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection Tencent Technology (Shenzhen) Company Limited
17404060 DISTRIBUTED MACHINE LEARNING USING SHARED CONFIDENCE VALUES Non-Final OA International Business Machines Corporation
18053538 EFFICIENT LEARNING AND USING OF TOPOLOGIES OF NEURAL NETWORKS IN MACHINE LEARNING Final Rejection Intel Corporation
17444069 SYSTEM AND METHOD FOR SCHEDULING COMMUNICATION WITHIN A DISTRIBUTED LEARNING AND DEPLOYMENT FRAMEWORK Final Rejection Kabushiki Kaisha Toshiba
17463738 PROXY MODEL WITH DELAYED RE-VALIDATION Non-Final OA Cisco Technology, Inc.
17903044 MACHINE LEARNING METHOD AND INFORMATION PROCESSING DEVICE OF TRAINING MODEL USING ADVERSARIAL NEURAL NETWORK Final Rejection Fujitsu Limited
18178043 MACHINE LEARNING MONITORING TECHNIQUES FOR IDENTIFYING AND FACILITATING MODEL RETRAINING Non-Final OA Optum Services (Ireland) Limited
17574528 GRAPH NEURAL NETWORK ACCELERATOR WITH NEGATIVE SAMPLING Final Rejection Alibaba Damo (Hangzhou) Technology Co., Ltd.
18071355 SYSTEM AND METHOD FOR DERIVING A PERFORMANCE METRIC OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL Non-Final OA Intelus Inc.
16879622 IDENTIFYING CLAIM COMPLEXITY BY INTEGRATING SUPERVISED AND UNSUPERVISED LEARNING Non-Final OA Clara Analytics, 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