Prosecution Insights
Last updated: August 18, 2026

Examiner: HAN, BYUNGKWON

Tech Center 2400 • Art Units: 2121 2141 2433

This examiner grants 25% of resolved cases

Performance Statistics

25.0%
Allow Rate
-33.0% vs TC avg
31
Total Applications
+75.0%
Interview Lift
1385
Avg Prosecution Days
Based on 4 resolved cases, 2023–2026

Rejection Statute Breakdown

32.9%
§101 Eligibility
2.1%
§102 Novelty
44.8%
§103 Obviousness
20.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17824558 METHOD AND APPARATUS FOR COMMUNICATION EFFICIENT FEDERATED LEARNING WITH GLOBAL MODEL COMPRESSION Final Rejection Samsung Electronics Co., Ltd.
18465935 SYSTEMS AND METHODS FOR FORMAL VERIFICATION OF CORNER CASES FOR AUTONOMOUS VEHICLES Non-Final OA TOYOTA MOTOR ENGINEERING & MANUFACTURING NORTH AMERICA, INC.
18013328 Fully Private Ensembles Using Knowledge Transfer Final Rejection Google LLC
18129194 ARTIFICIAL INTELLIGENCE PLATFORM TO MANAGE A DOCUMENT COLLECTION Final Rejection DocuSign, Inc.
18170888 DISTILLATION OF DEEP ENSEMBLES Final Rejection GE Precision Healthcare LLC
18136687 APPARATUS FOR TRAINING A PATH PREDICTION MODEL AND A METHOD THEREFOR Final Rejection KIA CORPORATION
18335907 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA FUJITSU LIMITED
18542375 AUTOMATED LABEL GENERATION USING A MACHINE-LEARNED LANGUAGE MODEL Non-Final OA Maplebear Inc.
18413589 USING A RECURRENT NEURAL NETWORK AND A CLASSIFICATION MACHINE LEARNING MODEL TO PREDICT ACTIONS IN SOFTWARE APPLICATIONS Non-Final OA INTUIT INC.
18513466 GENERATING CONTEXTUALLY GROUNDED RECOMMENDATIONS USING A LARGE LANGUAGE MODEL Non-Final OA Adobe Inc.
18050607 AUTOMATIC FORECASTING USING META-LEARNING Final Rejection ADOBE INC.
18114195 DATA DISCOVERY AND CLASSIFICATION IN INFORMATION PROCESSING SYSTEM ENVIRONMENT Non-Final OA Dell Products L.P.
17560459 GENERATING PARAMETER VALUES FOR PERFORMANCE TESTING UTILIZING A REINFORCEMENT LEARNING FRAMEWORK Non-Final OA Dell Products L.P.
17726887 PRE-DEPLOYMENT VALIDATION OF INFRASTRUCTURE TOPOLOGY Non-Final OA Kyndryl, Inc.

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