Prosecution Insights
Last updated: April 19, 2026

Examiner: SUSSMAN MOSS, JACOB ZACHARY

Tech Center 2100 • Art Units: 2122

This examiner grants 14% of resolved cases

Performance Statistics

14.3%
Allow Rate
-40.7% vs TC avg
33
Total Applications
-20.0%
Interview Lift
1197
Avg Prosecution Days
Based on 7 resolved cases, 2023–2026

Rejection Statute Breakdown

37.3%
§101 Eligibility
11.9%
§102 Novelty
35.2%
§103 Obviousness
15.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17723922 ELECTRONIC DEVICE, USER TERMINAL, AND METHOD FOR RUNNING SCALABLE DEEP LEARNING NETWORK Final Rejection Samsung Electronics Co., Ltd.
18265346 LEARNING APPARATUS, LEARNING METHOD, ANOMALY DETECTION APPARATUS, ANOMALY DETECTION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM Non-Final OA NEC Corporation
17544307 ADAPTIVE MODEL PRUNING TO IMPROVE PERFORMANCE OF FEDERATED LEARNING Final Rejection FORD GLOBAL TECHNOLOGIES, LLC
18097677 MULTI-AGENT-BASED REINFORCEMENT LEARNING SYSTEM AND METHOD THEREFOR Non-Final OA KIA CORPORATION
17958080 METHOD AND SYSTEM FOR TRAINING LARGE-SCALE LANGUAGE MODELS Final Rejection HUAWEI TECHNOLOGIES CO., LTD.
17680928 METHOD FOR DISCRIMINATING CLASS OF DATA TO BE DISCRIMINATED USING MACHINE LEARNING MODEL, INFORMATION PROCESSING DEVICE, AND COMPUTER PROGRAM Non-Final OA SEIKO EPSON CORPORATION
17851712 On-The-Fly Feeding of Personalized or Domain-Specific Submodels Final Rejection Google LLC
17910431 MULTIMODAL OBJECT CLASSIFICATION APPARATUS, METHOD, AND COMPUTER-READABLE MEDIUM Final Rejection RAKUTEN GROUP, INC.
17551820 DEVICE FOR PROCESSING UNBALANCED DATA AND OPERATION METHOD THEREOF Final Rejection Electronics and Telecommunications Research Institute
17820889 NUMERICALLY MORE STABLE TRAINING OF A NEURAL NETWORK ON TRAINING MEASURED DATA PROVIDED AS A POINT CLOUD Final Rejection Robert Bosch GmbH
18193234 MULTIDIMENSIONAL SPACE DECOMPOSITION FOR TRANSFORMER NEURAL NETWORKS Non-Final OA QUALCOMM Incorporated
18174000 INTELLIGENT SYSTEMATIC AGENT: AN ENSEMBLE OF DEEP LEARNING AND EVOLUTIONARY STRATEGIES Non-Final OA PwC Product Sales LLC
17622175 CLASSIFICATION METHOD USING DISTRIBUTED CLASSIFICATION MODEL Final Rejection INDUSTRY ACADEMY COOPERATION FOUNDATION OF SEJONG UNIVERSITY
18309890 ENTITY LINKING FOR RESPONSE GENERATION IN CONVERSATIONAL AI SYSTEMS AND APPLICATIONS Non-Final OA NVIDIA Corporation
18070775 INTERPRETATION METHOD FOR NEURAL NETWORK MODEL, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18470121 APPARATUS, METHOD, AND COMPUTER PROGRAM Non-Final OA Nokia Solutions and Networks Oy
18066101 AUTONOMOUS CHAT MESSAGE CORRECTION, PRIORITIZATION, AND REDUCTION Final Rejection Raytheon Company
18325478 CENTRALIZED ARCHITECTURE FOR DISTRIBUTED DATA PARALLEL TRAINING Non-Final OA GM Cruise Holdings LLC

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