Prosecution Insights
Last updated: April 19, 2026

Examiner: KWON, JUN

Tech Center 2100 • Art Units: 2127

This examiner grants 38% of resolved cases

Performance Statistics

38.2%
Allow Rate
-16.8% vs TC avg
102
Total Applications
+46.2%
Interview Lift
1574
Avg Prosecution Days
Based on 68 resolved cases, 2023–2026

Rejection Statute Breakdown

31.8%
§101 Eligibility
7.6%
§102 Novelty
41.4%
§103 Obviousness
18.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17334162 IMAGE-BASED ANOMALY DETECTION BASED ON A MACHINE LEARNING ANALYSIS OF AN OBJECT Final Rejection ZEBRA TECHNOLOGIES CORPORATION
16392366 NEURAL NETWORK PROCESSING Non-Final OA Arm Limited
18063813 TRAINING A FEDERATED GENERATIVE ADVERSARIAL NETWORK Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
16394493 AUTONOMOUS MODIFICATION OF DATA Final Rejection International Business Machines Corporation
17957588 SYSTEM AND METHOD FOR A MODEL FOR PREDICTION OF SOUND PERCEPTION USING ACCELEROMETER DATA Final Rejection Robert Bosch GmbH
17581416 COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR A MANIPULATION DETECTION FOR EXHAUST GAS TREATMENT SYSTEMS WITH THE AID OF ARTIFICIAL INTELLIGENCE METHODS Non-Final OA Robert Bosch GmbH
17064566 AUTONOMOUS BEHAVIOR GENERATION WITH HIERARCHICAL REINFORCEMENT LEARNING Non-Final OA HRL Laboratories, LLC
17159868 METHODS AND SYSTEMS FOR USING MACHINE LEARNING MODELS THAT GENERATE CLUSTER-SPECIFIC TEMPORAL REPRESENTATIONS FOR TIME SERIES DATA IN COMPUTER NETWORKS Non-Final OA The Bank of New York Mellon
16581099 DUAL RECURRENT NEURAL NETWORK ARCHITECTURE FOR MODELING LONG-TERM DEPENDENCIES IN SEQUENTIAL DATA Non-Final OA NVIDIA Corporation
16667696 EXPLANATION REPORTING BASED ON DIFFERENTIATION BETWEEN ITEMS IN DIFFERENT DATA GROUPS Non-Final OA Feedzai - Consultadoria e Inovação Tecnológica, S.A.
17404707 MACHINE LEARNING CONSOLIDATION Non-Final OA Raytheon Company
17993628 MEASURING SIMULATION REALISM Final Rejection GM Cruise Holdings LLC
18162116 SYSTEMS AND METHODS FOR TRAINING PREDICTIVE MODELS ON SEQUENTIAL DATA USING 1-DIMENSIONAL CONVOLUTIONAL LAYERS IN A BLIND LEARNING APPROACH Non-Final OA TripleBlind, Inc.
17166319 MACHINE LEARNING APPROACH TO MULTI-DOMAIN PROCESS AUTOMATION AND USER FEEDBACK INTEGRATION Final Rejection Siscale AI INC.
17158681 METHODS AND SYSTEMS FOR DYNAMICALLY GENERATING A PLURALITY OF MACHINE LEARNING SYSTEMS DURING PROCESSING OF A USER DATA SET Non-Final OA Akkio Inc.
15904486 DISTANCE BASED DEEP LEARNING Non-Final OA GSI Technology Inc.

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