Prosecution Insights
Last updated: August 17, 2026

Examiner: KIM, JONATHAN C

Tech Center 4100 • Art Units: 2655 2659 4100

This examiner grants 74% of resolved cases

Performance Statistics

73.5%
Allow Rate
+13.5% vs TC avg
387
Total Applications
+38.9%
Interview Lift
902
Avg Prosecution Days
Based on 366 resolved cases, 2023–2026

Rejection Statute Breakdown

20.2%
§101 Eligibility
11.9%
§102 Novelty
50.2%
§103 Obviousness
10.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19397858 Systems and Methods for Geometric Experiential Intelligence Non-Final OA AtomBeam Technologies Inc.
18694645 DISPLAY DEVICE Final Rejection LG ELECTRONICS INC.
18965668 MULTI-MODAL INTERACTION WITH INTELLIGENT ASSISTANTS IN VOICE COMMAND DEVICES Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18118502 METHOD AND DEVICE FOR PROCESSING VOICE INPUT OF USER Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18622606 NON-SPEECH SOUND CONTROL WITH A HEARABLE DEVICE Final Rejection Sony Group Corporation
18958425 PROVIDING PROMPT IN AN AUTOMATED DIALOG SESSION BASED ON SELECTED CONTENT OF PRIOR AUTOMATED DIALOG SESSION Non-Final OA GOOGLE LLC
18899988 AUTOMATICALLY MIXING USAGE OF MULTIPLE GENERATIVE MACHINE LEARNING (ML) MODELS WITH DIFFERING COMPUTATIONAL EFFICIENCIES Non-Final OA GOOGLE LLC
18814060 SUPPLEMENTING VOICE INPUTS TO AN AUTOMATED ASSISTANT ACCORDING TO SELECTED SUGGESTIONS Non-Final OA GOOGLE LLC
18956107 TRAINING MULTI-MODAL FOUNDATION MODEL Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18889695 METHOD OF RETRIEVING DATA, METHOD OF TRAINING DEEP LEARNING MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
18794539 SYSTEM AND METHOD FOR DETECTING ARTIFICIAL ENTRAINMENT Non-Final OA HONEYWELL INTERNATIONAL INC.
18968026 LLM-BASED LABELER DEVELOPMENT ENGINE Non-Final OA eBay Inc.
18642909 Interactive Voice Response Interface to a Storage System Management Application Final Rejection Dell Products, L.P.
18626969 SENTIMENT ANALYSIS FOR CUSTOMERS OF A COMMUNICATION NETWORK Final Rejection BOOST SUBSCRIBERCO L.L.C.
18584582 SYSTEM AND METHOD FOR ACTIVATING REMOTE CONTROL VEHICLE SYSTEM FUNCTIONS USING VOICE COMMANDS Non-Final OA Harman International Industries, Incorporated

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