Prosecution Insights
Last updated: April 19, 2026

Examiner: BEJCEK II, ROBERT H

Tech Center 2100 • Art Units: 2123 2124 2129 2148

This examiner grants 64% of resolved cases

Performance Statistics

64.5%
Allow Rate
+9.5% vs TC avg
275
Total Applications
+22.4%
Interview Lift
1352
Avg Prosecution Days
Based on 251 resolved cases, 2023–2026

Rejection Statute Breakdown

22.6%
§101 Eligibility
11.8%
§102 Novelty
40.1%
§103 Obviousness
21.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17857731 METHOD AND SYSTEM FOR ON-DEVICE INFERENCE IN A DEEP NEURAL NETWORK (DNN) Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17405875 SYSTEM AND METHOD FOR MACHINE LEARNING BASED GROUND TRUTH LABEL EVALUATION IN TRAINING DATA SETS Final Rejection Samsung Electronics Co., Ltd.
17800305 TRAINING DATA GENERATION DEVICE, TRAINING DATA GENERATION METHOD, AND PROGRAM RECORDING MEDIUM Final Rejection NEC Corporation
19269118 PROJECTING DATA TRENDS USING CUSTOMIZED MODELING Non-Final OA ICE Benchmark Administration Limited
17450643 INTEGRATED DRILLING DYSFUNCTION PREDICTION Final Rejection ExxonMobil Technology and Engineering Company
17316103 MACHINE LEARNING WITH AUTOMATED ENVIRONMENT GENERATION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17587407 TRUSTED PREDICTIVE ANALYTIC EXECUTION MIDDLEWARE Final Rejection Intel Corporation
17460399 DATA GENERATION APPARATUS REGISTERING ADDITIONAL EVENT RANGES IN MACHINE LEARNING TEACHING DATA, AND METHOD AND Final Rejection KABUSHIKI KAISHA TOSHIBA
17685891 COMPUTER-IMPLEMENTED METHOD AND DEVICE FOR TRAINING A DATA-BASED POINT IN TIME DETERMINATION MODEL FOR DETERMINING AN OPENING POINT IN TIME OR A CLOSING POINT IN TIME OF AN INJECTION VALVE WITH THE AID OF MACHINE LEARNING METHODS Final Rejection Robert Bosch GmbH
17458081 TECHNIQUES FOR SCHEMA DRIFT DETECTION Final Rejection Oracle International Corporation
16233348 SYSTEMS AND METHODS FOR REFACTORING A KNOWLEDGE MODEL TO INCREASE DOMAIN KNOWLEDGE AND RECONCILE ELECTRONIC RECORDS Non-Final OA CERNER INNOVATION, INC.
17763409 LEARNING DEVICE, PREDICTION DEVICE, LEARNING METHOD, AND LEARNING PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
17828663 ESTIMATING OPTIMAL TRAINING DATA SET SIZE FOR MACHINE LEARNING MODEL SYSTEMS AND APPLICATIONS Non-Final OA NVIDIA Corporation
16818932 SCHEDULING COMPUTATION GRAPHS USING NEURAL NETWORKS Final Rejection DeepMind Technologies Limited
18731339 ADVANCED MODEL MANAGEMENT PLATFORM FOR OPTIMIZING AND SECURING AI SYSTEMS INCLUDING LARGE LANGUAGE MODELS Final Rejection QOMPLX LLC
18656612 COMPUTING PLATFORM FOR NEURO-SYMBOLIC ARTIFICIAL INTELLIGENCE APPLICATIONS Non-Final OA QOMPLX LLC

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