Prosecution Insights
Last updated: October 02, 2026

Examiner: CARDOSO, JUSTIN ALEXANDER

Tech Center 2100 • Art Units: 2127 2143

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-55.0% vs TC avg
7
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

23.3%
§101 Eligibility
6.7%
§102 Novelty
50.0%
§103 Obviousness
10.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18539500 MODEL UPDATE NECESSITY DETERMINATION SYSTEM AND UPDATE NECESSITY DETERMINATION METHOD OF MODEL UPDATE NECESSITY DETERMINATION SYSTEM Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18581099 MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND COMPUTER PROGRAM PRODUCT Non-Final OA KABUSHIKI KAISHA TOSHIBA
18408645 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD AND NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM Non-Final OA CANON KABUSHIKI KAISHA
18506145 TRAINING FRAMEWORK METHOD WITH NON-LINEAR ENHANCED KERNEL REPARAMETERIZATION Non-Final OA MEDIATEK INC.
18607060 AUGMENTING A LARGE LANGUAGE MODEL WITH AN EXTERNAL MODEL Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18528536 METHODS AND SYSTEMS FOR TASK ADAPTATION USING FUZZY DEEP LEARNING ARCHITECTURE Non-Final OA Tata Consultancy Services Limited
18205781 MULTI-OBJECTIVE MULTI-POLICY REINFORCEMENT LEARNING SYSTEM Non-Final OA HITACHI, Ltd.
18318057 SYSTEMS AND METHODS FOR FORMAT-AGNOSTIC PUBLICATION OF MACHINE LEARNING MODEL Final Rejection OPEN TEXT INC.
18318052 SYSTEMS AND METHODS FOR API-BASED MACHINE LEARNING MODEL PUBLICATION Non-Final OA OPEN TEXT INC.

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