Prosecution Insights
Last updated: August 17, 2026

Examiner: CHIUSANO, ANDREW TSUTOMU

Tech Center 2100 • Art Units: 2100 2119 2123 2144 2174 2176

This examiner grants 56% of resolved cases

Performance Statistics

55.6%
Allow Rate
+0.6% vs TC avg
430
Total Applications
+28.1%
Interview Lift
1242
Avg Prosecution Days
Based on 403 resolved cases, 2023–2026

Rejection Statute Breakdown

12.9%
§101 Eligibility
9.6%
§102 Novelty
59.1%
§103 Obviousness
14.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18202450 LEARNED DENSITY ESTIMATION WITH IMPLICIT MANIFOLDS Non-Final OA THE TORONTO-DOMINION BANK
17707053 SYSTEMS AND METHODS FOR MATERIALS DISCOVERY USING DUALITY TRANSFORMS AND PREDICTIVE CONVEX HULLS Non-Final OA Toyota Research Institute, Inc.
17825886 APPLICATION MANAGEMENT IN A COMPUTING DEVICE Final Rejection QUALCOMM Incorporated
18462914 LEARNABLE DEGREES OF EQUIVARIANCE FOR MACHINE LEARNING MODELS Non-Final OA Qualcomm Technologies, Inc.
18018373 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER READABLE MEDIUM Final Rejection NEC Corporation
17933614 SYSTEM AND METHOD FOR MONITORING A COMPUTER RESOURCE ASSET USING A SMART CONTRACT AND A NEURAL NETWORK Non-Final OA Saudi Arabian Oil Company
18399161 LIKELIHOOD-BASED DYNAMIC GRAPH PREDICTION Non-Final OA Microsoft Technology Licensing, LLC
17538398 APPARATUS AND METHOD FOR REFINING DATA AND IMPROVING PERFORMANCE OF BEHAVIOR RECOGNITION MODEL BY REFLECTING TIME-SERIES CHARACTERISTICS OF BEHAVIOR Final Rejection Electronics and Telecommunications Research Institute
18237729 SYSTEM AND METHOD FOR DETERMINING VERIFICATION CHARACTERISTICS OF AN ADVANCED COMPUTATIONAL MODEL FOR DATA ANALYSIS AND AUTOMATED DECISION-MAKING Non-Final OA BANK OF AMERICA CORPORATION
18443070 NEURAL NETWORK MODIFICATION Non-Final OA NVIDIA Corporation
18471196 META-LEARNING OF REPRESENTATIONS USING SELF-SUPERVISED TASKS Non-Final OA NVIDIA CORPORATION
18415620 MULTI-MANIFOLD EMBEDDING LEARNING METHOD AND SYSTEM Non-Final OA INVENTEC CORPORATION
18104946 CLASSIFYING INCORPORATION METRICS Final Rejection Adobe Inc.
18521286 RECURRENT NEURAL NETWORK TRAINING WITH HISTORY Non-Final OA Arm Limited
18159246 SYSTEM AND METHOD FOR MANAGEMENT OF DISTRIBUTED INFERENCE MODEL GENERATION Final Rejection Dell Products L.P.

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