Prosecution Insights
Last updated: August 17, 2026

Examiner: NILSSON, ERIC

Tech Center 4100 • Art Units: 2122 2129 2145 2151 2198 4100

This examiner grants 83% of resolved cases

Performance Statistics

82.8%
Allow Rate
+22.8% vs TC avg
534
Total Applications
+17.2%
Interview Lift
1140
Avg Prosecution Days
Based on 512 resolved cases, 2023–2026

Rejection Statute Breakdown

27.3%
§101 Eligibility
14.5%
§102 Novelty
41.5%
§103 Obviousness
8.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18353572 CALIBRATION USING DIFFERENTIAL MACHINE LEARNING Final Rejection Wells Fargo Bank, N.A.
18669844 Method for Determining a Machine Learning Model Architecture for Detecting Anomalies in Sensor Signals Non-Final OA Robert Bosch GmbH
18377520 ITERATIVE MACHINE LEARNING INTERATOMIC POTENTIAL (MLIP) TRAINING METHODS Non-Final OA Robert Bosch GmbH
18320276 MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM HAVING EMBODIED THEREON A TRAINED MODEL Final Rejection JVCKENWOOD Corporation
17972854 PROPRIOCEPTIVE LEARNING Final Rejection Honda Motor Co., Ltd.
18513173 DYNAMIC SELECTION OF TRAINING ROUTINES BASED ON DATA SHIFT SEVERITY Non-Final OA Capital One Services, LLC
17848728 PROGRAMMATIC SELECTOR FOR CHOOSING A WELL-SUITED STACKED MACHINE LEARNING ENSEMBLE PIPELINE AND HYPERPARAMETER VALUES Final Rejection Capital One Services, LLC
18475995 ADAPTIVE ACQUISITION FOR COMPRESSED SENSING Non-Final OA QUALCOMM Incorporated
18338174 ADAPTING MACHINE LEARNING MODELS FOR DOMAIN-SHIFTED DATA Non-Final OA QUALCOMM Incorporated
18290603 MODEL TRAINING USING FEDERATED LEARNING Non-Final OA Lenovo (Singapore) Pte. Ltd.
17401002 SYSTEM AND METHOD FOR OPTIMIZING A MACHINE LEARNING MODEL Final Rejection Visa International Service Association
17965995 INFERENCE DEVICE, AND UPDATE METHOD Final Rejection Mitsubishi Electric Corporation
18330603 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM STORING RULE UPDATE PROGRAM, RULE UPDATE METHOD, AND RULE UPDATE DEVICE Non-Final OA FUJITSU LIMITED
18651460 MACHINE LEARNING BASED APPROACH FOR AUTOMATICALLY RECOMMENDING CONTEXT-SPECIFIC NAVIGATION OPTIONS WITHIN A USER INTERFACE Non-Final OA INTUIT INC.
18475872 IMAGE GENERATION USING NEURAL NETWORKS Non-Final OA NVIDIA Corporation
18532510 MACHINE LEARNING TECHNIQUES FOR PREDICTING AND RANKING SUGGESTIONS BASED ON USER ACTIVITY DATA Non-Final OA UnitedHealth Group Incorporated

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