Prosecution Insights
Last updated: May 29, 2026

Examiner: BEJCEK II, ROBERT H

Tech Center 2100 • Art Units: 2123 2124 2129 2148

This examiner grants 64% of resolved cases

Performance Statistics

64.0%
Allow Rate
+9.0% vs TC avg
277
Total Applications
+22.5%
Interview Lift
1386
Avg Prosecution Days
Based on 253 resolved cases, 2023–2026

Rejection Statute Breakdown

7.4%
§101 Eligibility
8.7%
§102 Novelty
79.0%
§103 Obviousness
4.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17405875 SYSTEM AND METHOD FOR MACHINE LEARNING BASED GROUND TRUTH LABEL EVALUATION IN TRAINING DATA SETS Non-Final OA Samsung Electronics Co., Ltd.
16928573 MACHINE LEARNING METHOD FOR THE DENOISING OF ULTRASOUND SCANS OF COMPOSITE SLABS AND PIPES Non-Final OA Saudi Arabian Oil Company
17800305 TRAINING DATA GENERATION DEVICE, TRAINING DATA GENERATION METHOD, AND PROGRAM RECORDING MEDIUM Final Rejection NEC Corporation
17450643 INTEGRATED DRILLING DYSFUNCTION PREDICTION Final Rejection ExxonMobil Technology and Engineering Company
17821076 RESOURCE CONSTRAINED NEURAL NETWORK ARCHITECTURE SEARCH Non-Final OA Google LLC
17316103 MACHINE LEARNING WITH AUTOMATED ENVIRONMENT GENERATION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
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
16942507 NEUROMORPHIC MEMORY AND INFERENCE ENGINE STACKED WITH IMAGE SENSOR TO REDUCE DATA TRAFFIC TO HOST Non-Final OA Micron Technology, Inc.
17458081 TECHNIQUES FOR SCHEMA DRIFT DETECTION Final Rejection Oracle International Corporation
17487901 SYSTEM AND METHOD FOR EFFICIENTLY TRAINING INTELLIGIBLE MODELS Non-Final OA ALIPAY (HANGZHOU) INFORMATION TECHNOLOGY CO., LTD.
17763409 LEARNING DEVICE, PREDICTION DEVICE, LEARNING METHOD, AND LEARNING PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE 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
17776889 LEARNING SUPPORT DEVICE AND LEARNING SUPPORT PROGRAM FOR IDENTIFYING ADDITIONAL TRAINING DATA BASED ON A DISTANCE Non-Final OA MORPHO, INC.
18341677 SYSTEM AND METHOD FOR PROCESSING MATERIAL PROPERTIES OF STRUCTURAL MATERIALS Non-Final OA Total Materia AG

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