Prosecution Insights
Last updated: April 19, 2026

Examiner: STANLEY, JEREMY L

Tech Center 2100 • Art Units: 2127 2177 2179

This examiner grants 48% of resolved cases

Performance Statistics

47.5%
Allow Rate
-7.5% vs TC avg
304
Total Applications
+44.7%
Interview Lift
1177
Avg Prosecution Days
Based on 276 resolved cases, 2023–2026

Rejection Statute Breakdown

10.2%
§101 Eligibility
13.5%
§102 Novelty
49.1%
§103 Obviousness
17.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18127247 SYSTEM AND METHOD FOR MONITORING AND REMOVING DRIFT IN MACHINE LEARNING MODELS Non-Final OA BANK OF AMERICA CORPORATION
18322898 MACHINE LEARNING FOR OPERATING A MOVABLE DEVICE Non-Final OA Ford Global Technologies, LLC
18184742 COLLABORATIVE INFERENCE METHOD AND COMMUNICATION APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17961223 DISCOVERING DIGITAL ASSISTANT TASKS Final Rejection Apple Inc.
18113267 Interpretable Anomaly Detection By Generalized Additive Models With Neural Decision Trees Non-Final OA Google LLC
17502791 DATA AUGMENTATION FOR TRAINING ARTIFICIAL INTELLIGENCE MODEL Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17822758 LEARNING DEVICE, LEARNING METHOD, COMPUTER PROGRAM PRODUCT, AND LEARNING SYSTEM Final Rejection KABUSHIKI KAISHA TOSHIBA
19204616 EXTENDED COMPONENT GENERATION METHOD IN USER INTERFACE PLATFORM DEVELOPMENT SYSTEM AND PROGRAM PERFORMING THIS Non-Final OA Inswave Co., Ltd.
17799697 TRANSMITTING NODE INSTRUCTIONS Non-Final OA Hewlett-Packard Development Company, L.P.
18072267 DETERMINING NETWORK-SPECIFIC USER BEHAVIOR AND INTENT USING SELF-SUPERVISED LEARNING Final Rejection Cisco Technology, Inc.
18208884 METHOD FOR PREDICTING REMAINING LIFE OF INDUSTRIAL FACILITY USING GENERATIVE ADVERSARIAL NETWORK, AND APPARATUS THEREOF Non-Final OA HL MANDO CORPORATION
18144505 METHOD FOR SOLVING PROBLEM AND SYSTEM THEREOF Non-Final OA SAMSUNG SDS CO., LTD.
18342139 METHOD AND SYSTEM FOR EXCEPTION MANAGEMENT Non-Final OA Tata Consultancy Services Limited
17822488 SMART COMMUNICATION IN FEDERATED LEARNING FOR TRANSIENT AND RESOURCE-CONSTRAINED MOBILE EDGE DEVICES Final Rejection Dell Products L.P.
17710385 MULTI-FACETED BOT SYSTEM AND METHOD THEREOF Final Rejection Jio Platforms Limited
17519589 Edge Device for Executing a Lightweight Pattern-Aware generative Adversarial Network Non-Final OA Ceremorphic, Inc.
17613979 COMPUTER-IMPLEMENTED METHOD FOR CREATING ENCODED DATA Non-Final OA UNIVERSITY OF SOUTHAMPTON
18341055 COMPUTING SYSTEM FOR IMPLEMENTING SYSTEM MODEL USING BIG DATA MACHINE LEARNING Non-Final OA KOREA DIGITAL TWIN LAB. Inc.
18129801 HELLINGER DECISION TREES FOR FRAUD DETECTION Non-Final OA KBC Global Services NV
18045011 CONTROL OF HYPERFINE INTERACTION IN BROKER-CLIENT SYSTEMS Non-Final OA Photonic Inc.

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