Prosecution Insights
Last updated: August 18, 2026

Examiner: KWON, JUN

Tech Center 2100 • Art Units: 2127 2144 2164

This examiner grants 40% of resolved cases

Performance Statistics

40.3%
Allow Rate
-14.7% vs TC avg
106
Total Applications
+46.4%
Interview Lift
1715
Avg Prosecution Days
Based on 77 resolved cases, 2023–2026

Rejection Statute Breakdown

29.1%
§101 Eligibility
9.0%
§102 Novelty
46.7%
§103 Obviousness
14.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17334162 IMAGE-BASED ANOMALY DETECTION BASED ON A MACHINE LEARNING ANALYSIS OF AN OBJECT Non-Final OA ZEBRA TECHNOLOGIES CORPORATION
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
17664447 LEARNING FEATURE IMPORTANCE FOR IMPROVED VISUAL EXPLANATION Non-Final OA The Boeing Company
17390698 INTELLIGENT PREDICTION OF MEETING AVAILABILITY Non-Final OA Zoom Video Communications, Inc.
17404707 MACHINE LEARNING CONSOLIDATION Final Rejection Raytheon Company
17505422 NEURAL NETWORK PROCESSING UNIT FOR HYBRID AND MIXED PRECISION COMPUTING Final Rejection MediaTek Inc.
18689823 DYNAMIC REINFORCEMENT LEARNING Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
17985995 MACHINE LEARNING PIPELINE FOR DETERMINING DUPLICATE CRASH REPORTS IN SOFTWARE DEVELOPMENT Non-Final OA SAP SE
18425193 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING EVALUATION PROGRAM, EVALUATION METHOD, AND ACCURACY EVALUATION DEVICE Non-Final OA FUJITSU LIMITED
18625858 METHODS AND SYSTEMS FOR QUANTUM SECURE FEDERATED LEARNING (FL) IN DISTRIBUTED ARTIFICIAL INTELLIGENCE (AI) Non-Final OA AT&T Intellectual Property I, L.P.
16392366 NEURAL NETWORK PROCESSING Final Rejection Arm Limited
18431069 MACHINE LEARNING-BASED DETECTION OF ANOMALOUS OBJECT BEHAVIOR IN A MONITORED PHYSICAL ENVIRONMENT Non-Final OA Dell Products L.P.
18430914 SEMANTIC MODERATION OF CONVERSATIONAL AGENTS Non-Final OA Dell Products L.P.
16397919 PERFORMING A HIERARCHICAL SIMPLIFICATION OF LEARNING MODELS Non-Final OA International Business Machines Corporation
17177220 EMBEDDING NETWORKS TO EXTRACT MALWARE FAMILY INFORMATION Final Rejection CrowdStrike, Inc.
17064566 AUTONOMOUS BEHAVIOR GENERATION WITH HIERARCHICAL REINFORCEMENT LEARNING Non-Final OA HRL Laboratories, LLC

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month