Prosecution Insights
Last updated: May 29, 2026

Examiner: DAY, ROBERT N

Tech Center 2400 • Art Units: 2122 2148 2488

This examiner grants 21% of resolved cases

Performance Statistics

20.8%
Allow Rate
-37.2% vs TC avg
61
Total Applications
+20.0%
Interview Lift
1502
Avg Prosecution Days
Based on 24 resolved cases, 2023–2026

Rejection Statute Breakdown

4.6%
§101 Eligibility
9.7%
§102 Novelty
85.7%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18314378 METHOD AND APPARATUS WITH MACHINE LEARNING Non-Final OA 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
17421358 FEATURE INTERACTION VIA EDGE SEARCH Final Rejection Alibaba Group Holding Limited
17463738 PROXY MODEL WITH DELAYED RE-VALIDATION Non-Final OA Cisco Technology, Inc.
17404060 DISTRIBUTED MACHINE LEARNING USING SHARED CONFIDENCE VALUES Non-Final OA International Business Machines Corporation
17883439 METHOD AND APPARATUS FOR CONSTRUCTING MULTI-TASK LEARNING MODEL, ELECTRONIC DEVICE, AND STORAGE MEDIUM Non-Final OA Tencent Technology (Shenzhen) Company Limited
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
17903044 MACHINE LEARNING METHOD AND INFORMATION PROCESSING DEVICE OF TRAINING MODEL USING ADVERSARIAL NEURAL NETWORK Final Rejection Fujitsu Limited
17918365 LEARNING OPTIONS FOR ACTION SELECTION WITH META-GRADIENTS IN MULTI-TASK REINFORCEMENT LEARNING Final Rejection GDM Holding LLC
18178043 MACHINE LEARNING MONITORING TECHNIQUES FOR IDENTIFYING AND FACILITATING MODEL RETRAINING Non-Final OA Optum Services (Ireland) Limited
18071355 SYSTEM AND METHOD FOR DERIVING A PERFORMANCE METRIC OF AN ARTIFICIAL INTELLIGENCE (AI) MODEL Non-Final OA Intelus Inc.
17144744 COMPUTING DEVICE AND METHOD USING A NEURAL NETWORK TO ANALYZE TEMPERATURE MEASUREMENTS OF AN INFRARED SENSOR Non-Final OA Distech Controls Inc.
16879622 IDENTIFYING CLAIM COMPLEXITY BY INTEGRATING SUPERVISED AND UNSUPERVISED LEARNING Non-Final OA Clara Analytics, Inc.

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