Prosecution Insights
Last updated: August 18, 2026

Examiner: HINCKLEY, CHASE PAUL

Tech Center 4100 • Art Units: 2124 2145 4100

This examiner grants 68% of resolved cases

Performance Statistics

68.4%
Allow Rate
+8.4% vs TC avg
222
Total Applications
+10.4%
Interview Lift
1419
Avg Prosecution Days
Based on 206 resolved cases, 2023–2026

Rejection Statute Breakdown

22.3%
§101 Eligibility
8.3%
§102 Novelty
48.4%
§103 Obviousness
14.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18484949 LEARNING SYSTEM, METHOD AND NON-TRANSITORY COMPUTER READABLE MEDIUM Non-Final OA KABUSHIKI KAISHA TOSHIBA
18495609 EFFICIENT OPTIMIZATION OF TENSOR REMATERIALIZATION AND PAGING FOR NEURAL NETWORKS Non-Final OA QUALCOMM Incorporated
18474916 SYSTEMS AND METHODS FOR MACHINE UNLEARNING IN GENERATIVE MODELS Non-Final OA JPMORGAN CHASE BANK, N.A.
18404113 INTEGRATION OF LEARNED DIFFERENTIABLE LOSS FUNCTIONS IN DEEP LEARNING MODELS Non-Final OA Microsoft Technology Licensing, LLC
18405609 REFLEXIVE MODEL GRADIENT-BASED RULE LEARNING Non-Final OA Raytheon Company
18387591 ARTIFICIAL INTELLIGENCE-BASED SUSTAINABLE MATERIAL DESIGN Non-Final OA Fujitsu Limited
18503618 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Non-Final OA Rakuten Group, Inc.
18389848 ADAPTIVE DEEP LEARNING INFERENCE METHOD AND APPARATUS, AND STORAGE MEDIUM STORING INSTRUCTIONS TO PERFORM ADAPTIVE DEEP LEARNING INFERENCE METHOD Non-Final OA Korea Advanced Institute of Science and Technology
17708214 SYSTEM AND METHOD OF SEMI-SUPERVISED LEARNING WITH FEW LABELED IMAGES PER CLASS Non-Final OA Naver Corporation
18498091 GENERATION OF STATISTICALLY FAIR TRAINING DATA Non-Final OA International Business Machines Corporation
18339539 ROBOTIC PROCESS AUTOMATION (RPA) ACCELERATION OF TASKS WITH MACHINE LEARNING GENERATION OF NETWORK REQUESTS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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