Prosecution Insights
Last updated: May 29, 2026

Examiner: HALES, BRIAN J

Tech Center 2100 • Art Units: 2125

This examiner grants 78% of resolved cases

Performance Statistics

78.2%
Allow Rate
+23.2% vs TC avg
109
Total Applications
+31.3%
Interview Lift
1405
Avg Prosecution Days
Based on 87 resolved cases, 2023–2026

Rejection Statute Breakdown

29.4%
§101 Eligibility
4.5%
§102 Novelty
56.2%
§103 Obviousness
10.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18175378 METHOD FOR GENERATION OF RANDOM QUANTUM STATES AND VERIFICATION OF QUANTUM DEVICES Non-Final OA California Institute of Technology
18247562 NOISE LEARNING-BASED DENOISING AUTOENCODER Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
17964952 DATA PROCESSING APPARATUS, DATA PROCESSING METHOD AND DATA PROCESSING PROGRAM Non-Final OA Hitachi, Ltd.
18365818 APPARATUS AND METHOD FOR AUTOMATED REWARD SHAPING Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17710728 GENERATING SYNTHETIC MICROSPY IMAGES OF MANUFACTURED DEVICES Final Rejection Applied Materials, Inc.
17565400 SYSTEMS AND METHODS FOR COGNITIVE SIGNAL PROCESSING Non-Final OA The Boeing Company
17841577 ADAPTIVE TOKEN DEPTH ADJUSTMENT IN TRANSFORMER NEURAL NETWORKS Non-Final OA NVIDIA CORPORATION
17540107 METHOD TO INCORPORATE UNCERTAIN INPUTS INTO NEURAL NETWORKS Non-Final OA NVIDIA Corporation
17503067 TECHNIQUES FOR DETERMINING DIMENSIONS OF DATA Non-Final OA NVIDIA Corporation
18300632 DUAL-MODEL MACHINE LEARNING FOR PROCESS CONTROL AND RULES CONTROLLER FOR MANUFACTURING EQUIPMENT Non-Final OA Liveline Technologies Inc.
18148257 SPARSE CODING IN A DUAL MEMORY SYSTEM FOR LIFELONG LEARNING Non-Final OA NavInfo Europe B.V.
18114426 SHARING AI-CHAT BOT CONTEXT Non-Final OA Olive Independent Study, Inc.

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