Prosecution Insights
Last updated: August 17, 2026

Examiner: COLEMAN, PAUL

Tech Center 4100 • Art Units: 2126 4100

This examiner grants 68% of resolved cases

Performance Statistics

68.4%
Allow Rate
+8.4% vs TC avg
39
Total Applications
+42.9%
Interview Lift
1332
Avg Prosecution Days
Based on 19 resolved cases, 2023–2026

Rejection Statute Breakdown

34.5%
§101 Eligibility
4.7%
§102 Novelty
43.9%
§103 Obviousness
16.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18128073 SYSTEM AND METHOD FOR COGNITIVE NEURO-SYMBOLIC REASONING SYSTEMS Final Rejection Robert Bosch GmbH
18355243 Systems and Methods for Machine-Learned Models Having Convolution and Attention Final Rejection Google LLC
18070979 MULTICLASS CLASSIFICATION APPARATUS AND METHOD ROBUST TO IMBALANCED DATA Final Rejection Electronics and Telecommunications Research Institute
17564373 PROCESSING SEQUENCES OF MULTI-MODAL ENTITY FEATURES USING CONVOLUTIONAL NEURAL NETWORKS Final Rejection Fidelity Information Services, LLC
18414451 DETECTION AND REMEDIATION OF INSTABILITIES IN LARGE LANGUAGE MODELS Non-Final OA Intuit Inc.
18496496 DOMAIN-SPECIFIC PROMPT PROCESSING AND ANSWERING VIA LARGE LANGUAGE MODELS AND ARTIFICIAL INTELLIGENCE PLANNERS Non-Final OA Intuit, Inc.
18530526 MEMORY RECALL FOR NEURAL NETWORKS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18508416 HIGH-FIDELITY PREDICTION WITH TRUST REGIONS Non-Final OA International Business Machines Corporation

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