Prosecution Insights
Last updated: April 19, 2026

Examiner: CHOI, DAVID E

Tech Center 2100 • Art Units: 2148 2173 2174

This examiner grants 75% of resolved cases

Performance Statistics

75.3%
Allow Rate
+20.3% vs TC avg
613
Total Applications
+12.4%
Interview Lift
1067
Avg Prosecution Days
Based on 595 resolved cases, 2023–2026

Rejection Statute Breakdown

6.6%
§101 Eligibility
17.8%
§102 Novelty
65.9%
§103 Obviousness
1.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18315083 USER INTERFACES FOR NAVIGATION OF KNOWLEDGE GRAPH SOURCE DATA Non-Final OA Wells Fargo Bank, N.A.
18168603 INFERENCE PROCESSING SYSTEM CAPABLE OF REDUCING LOAD WHEN EXECUTING INFERENCE PROCESSING, EDGE DEVICE, METHOD OF CONTROLLING INFERENCE PROCESSING SYSTEM, METHOD OF CONTROLLING EDGE DEVICE, AND STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
18313907 NEURAL GRAPH REVEALERS Non-Final OA Microsoft Technology Licensing, LLC
18303280 REAL-TIME SEGMENTATION OF TIME SERIES DATA USING SPARSE GRAPH RECOVERY ALGORITHMS Non-Final OA Microsoft Technology Licensing, LLC
18213478 METHOD FOR EVALUATING PERFORMANCE AND SYSTEM THEREOF Non-Final OA SAMSUNG SDS CO., LTD.
18209080 METHODS AND SYSTEMS FOR HIGH RESOLUTION AND SCALABLE CROP YIELD FORECASTING Non-Final OA Tata Consultancy Services Limited
18028633 MACHINE-LEARNING DEVICE, CONTROL DEVICE, AND MACHINE-LEARNING METHOD Non-Final OA FANUC CORPORATION
17878272 MULTI-CONTEXTUAL ANOMALY DETECTION Non-Final OA THE BANK OF NEW YORK MELLON
18274599 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING PROGRAM, AND INFORMATION PROCESSING METHOD Non-Final OA OMRON CORPORATION
18317631 SYSTEMS AND METHODS FOR METASURFACE SMART GLASS FOR OBJECT RECOGNITION Non-Final OA WISCONSIN ALUMNI RESEARCH FOUNDATION
17920587 ACTION VERIFICATION BY A COMMUNICATION DEVICE ENABLED FOR SHORT-RANGE WIRELESS COMMUNICATION Non-Final OA CRUNCHFISH DIGITAL CASH AB
18300699 EXPLAINABLE CLASSIFICATIONS WITH ABSTENTION USING CLIENT AGNOSTIC MACHINE LEARNING MODELS Non-Final OA Kyndryl, Inc.
18181951 AUTOMATED TRIAGE OF CODE FLAWS WITH MACHINE LEARNING Non-Final OA Veracode, Inc.
18146061 DISTRIBUTED REINFORCEMENT LEARNING SYSTEM AND DISTRIBUTED REINFORCEMENT LEARNING METHOD Non-Final OA Preferred Networks, Inc.
18033313 QUANTUM ERROR CORRECTION Non-Final OA University of Technology, Sydney
18066624 ARCHITECTURE AGNOSTIC, ITERATIVE AND GUIDED FRAMEWORK FOR ROBUSTNESS IMPROVEMENT BASED ON TRAINING COVERAGE AND NOVELTY METRICS Non-Final OA THALES CANADA INC.

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