Prosecution Insights
Last updated: April 19, 2026

Examiner: PARK, GRACE A

Tech Center 2100 • Art Units: 2144 2157 2164

This examiner grants 76% of resolved cases

Performance Statistics

75.6%
Allow Rate
+20.6% vs TC avg
580
Total Applications
+18.2%
Interview Lift
1234
Avg Prosecution Days
Based on 557 resolved cases, 2023–2026

Rejection Statute Breakdown

11.1%
§101 Eligibility
17.0%
§102 Novelty
53.7%
§103 Obviousness
10.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18513501 SYSTEMS AND METHODS FOR DATABASE ACCELERATION Non-Final OA Samsung Electronics Co., Ltd.
18490252 REDUCING UTILIZATION OF COMPUTATIONAL RESOURCES ASSOCIATED WITH SEGMENTING DATASETS VIA A CLUSTER- ENSEMBLE MODEL SYSTEMS AND METHODS Final Rejection Capital One Services, LLC
18385873 ENHANCING DOCUMENT METADATA WITH CONTEXTUAL MOLECULAR INTELLIGENCE Final Rejection MICROSOFT TECHNOLOGY LICENSING, LLC
17480168 PREDICTIVE ANALYTICS MODEL MANAGEMENT USING COLLABORATIVE FILTERING Non-Final OA Intel Corporation
18203568 MACHINE-LEARNING BASED ARTIFICIAL INTELLIGENCE CAPABILITY Non-Final OA Oracle International Corporation
17979507 METHOD AND APPARATUS WITH PRUNING Non-Final OA Seoul National University R&DB Foundation
18203554 TIERED ANOMALY DETECTION Non-Final OA ServiceNow, Inc.
18299398 CONFIGURATION METHOD FOR AI NETWORK PARAMETER AND DEVICE Non-Final OA VIVO MOBILE COMMUNICATION CO., LTD.
18130648 GENERATING GLOBAL HIERARCHICAL SELF-ATTENTION Non-Final OA NVIDIA Corporation
18099346 METHOD AND SYSTEM FOR PREDICTING ALIMENTARY ELEMENT ORDERING BASED ON BIOLOGICAL EXTRACTION Non-Final OA KPN INNOVATIONS, LLC.
17903442 LAG FEATURE Final Rejection Early Warning Services, LLC
17586410 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE FOR OUT-OF-DISTRIBUTION DATA DETECTION Final Rejection ROYAL BANK OF CANADA
17484683 SYSTEMS AND METHODS FOR UPDATING MODELS FOR IMAGE PROCESSING USING FEDERATED LEARNING Non-Final OA Toyota Motor Engineering & Manufacturing North America, Inc.
18093163 TEMPORAL CO-GRAPH MACHINE LEARNING NETWORKS Final Rejection Raytheon Company
17741321 DECOMPOSITION OF TWO-QUBIT GATES Non-Final OA Alibaba Innovation Private Limited
18103765 DATA PROCESSING AND ERROR DETECTION AND CORRECTION FOR ARTIFICIAL INTELLIGENCE SYSTEMS Non-Final OA Evicore Healthcare MSI, LLC

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