Prosecution Insights
Last updated: August 18, 2026

Examiner: STANLEY, JEREMY L

Tech Center 4100 • Art Units: 1754 2126 2127 2128 2177 2179 4100

This examiner grants 49% of resolved cases

Performance Statistics

49.0%
Allow Rate
-11.0% vs TC avg
313
Total Applications
+40.9%
Interview Lift
1186
Avg Prosecution Days
Based on 288 resolved cases, 2023–2026

Rejection Statute Breakdown

10.4%
§101 Eligibility
14.0%
§102 Novelty
54.2%
§103 Obviousness
16.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17961223 DISCOVERING DIGITAL ASSISTANT TASKS Final Rejection Apple Inc.
18386431 CHECKPOINT AVERAGING TO MITIGATE AND/OR ELIMINATE CATASTROPHIC FORGETTING OF MACHINE LEARNING MODEL(S) IN DECENTRALIZED LEARNING THEREOF Non-Final OA GOOGLE LLC
18136277 SYSTEM FOR ENHANCING THE QUALITY OF USER GENERATED CONTENT Final Rejection Google LLC
18184742 COLLABORATIVE INFERENCE METHOD AND COMMUNICATION APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17811623 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND STORAGE MEDIUM Final Rejection Canon Kabushiki Kaisha
18641260 CONTINUOUS UPDATE OF A MACHINE LEARNING WORKFLOW USING PROGRAMMATIC INSTANCES Non-Final OA Capital One Services, LLC
18493495 APPLYING RULES TO IMPROVE NEAREST NEIGHBOR MATCHING IN A SHARED EMBEDDING SPACE Non-Final OA Capital One Services, LLC
18299589 SYSTEMS AND METHODS FOR DEPLOYING ARTIFICIAL INTELLIGENCE/MACHINE LEARNING MODELS AS CLOUD-NATIVE WEB SERVICES Non-Final OA JPMORGAN CHASE BANK, N.A.
18426581 SYSTEMS AND METHODS FOR DEEP LEARNING BASED ECG-SIGNAL CLASSIFICATIONS FOR CANINES Non-Final OA Mars, Incorporated
18291238 LEARNING SYSTEM, LEARNING SERVER APPARATUS, PROCESSING APPARATUS, LEARNING METHOD, AND PROGRAM Non-Final OA NTT, Inc.
18072267 DETERMINING NETWORK-SPECIFIC USER BEHAVIOR AND INTENT USING SELF-SUPERVISED LEARNING Final Rejection Cisco Technology, Inc.
18640709 SYSTEMS AND METHODS FOR TRAINING AN AUTONOMOUS MACHINE TO PERFORM AN OPERATION Non-Final OA Naver Corporation
18393987 AUTOMATICALLY PREDICTING DEVICE LABELING INFORMATION USING ARTIFICIAL INTELLIGENCE TECHNIQUES Non-Final OA Dell Products L.P.
17799697 TRANSMITTING NODE INSTRUCTIONS Final Rejection Hewlett-Packard Development Company, L.P.
17776152 NEURAL NETWORK EXPLANATION USING LOGIC Final Rejection SRI International
18634510 EFFICIENT DATA AUGMENTATION FOR MOTION SENSOR AND MICROPHONE RELATED MACHINE LEARNING APPLICATIONS IN EMBEDDED DEVICES Non-Final OA InvenSense, Inc.

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