Prosecution Insights
Last updated: August 17, 2026

Examiner: KIM, DAVID

Tech Center 3600 • Art Units: 2124 2141 2144 3625

This examiner grants 100% of resolved cases

Performance Statistics

100.0%
Allow Rate
+48.0% vs TC avg
12
Total Applications
+0.0%
Interview Lift
1236
Avg Prosecution Days
Based on 1 resolved cases, 2023–2026

Rejection Statute Breakdown

18.0%
§101 Eligibility
10.0%
§102 Novelty
68.0%
§103 Obviousness
4.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18214939 GENERATIVE COLLABORATIVE MESSAGE SUGGESTIONS Final Rejection Microsoft Technology Licensing, LLC
18469997 Apparatus and method for Federated Learning on Edge Devices Non-Final OA Nokia Technologies Oy
18185828 GENERATING ANALYTICS PREDICTION MACHINE LEARNING MODELS USING TRANSFER LEARNING FOR PRIOR DATA Non-Final OA Adobe Inc.
18541410 INDIVIDUALIZED MACHINE LEARNING ALGORITHMS Non-Final OA HARMAN BECKER AUTOMOTIVE SYSTEMS GmbH
18105729 METHOD FOR CLASSIFIER LEARNING FROM A STREAM OF DATA ON A RESOURCE-CONSTRAINED DEVICE Final Rejection STMicroelectronics International N.V.
18635109 DATA-FREE KNOWLEDGE DISTILLATION FOR TEXT CLASSIFICATION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18163804 MODEL-AGNOSTIC EXPLAINABILITY FOR MULTIMODAL ARTIFICIAL INTELLIGENCE MODELS Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18312510 FEDERATED LEARNING METHOD AND APPARATUS BASED ON GRAPH NEURAL NETWORK, AND FEDERATED LEARNING SYSTEM Non-Final OA Alipay (Hangzhou) Information Technology Co., Ltd.
18099722 DETECTING OUT-OF-DISTRIBUTION DATA SAMPLE IN A MACHINE LEARNING OPERATION Non-Final OA BlackBerry Limited
18176867 BI-DIRECTIONAL GRADIENT COMPRESSION FOR DISTRIBUTED AND FEDERATED LEARNING Final Rejection VMware 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