Prosecution Insights
Last updated: April 19, 2026

Examiner: GRUSZKA, DANIEL PATRICK

Tech Center 2100 • Art Units: 2121

This examiner grants 0% of resolved cases

Performance Statistics

%
Allow Rate
-55.0% vs TC avg
32
Total Applications
Interview Lift
1197
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

38.3%
§101 Eligibility
12.0%
§102 Novelty
42.3%
§103 Obviousness
7.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18071169 MACHINE LEARNING ENGINE WITH OPTIMISED ARCHITECTURE FOR USE IN PROCESSING LOCALLY STORED DATA IN REAL TIME Final Rejection BANK OF AMERICA CORPORATION
17589552 AUTOMATICALLY DETERMINING USER INTENT BY SEQUENCE CLASSIFICATION BASED ON NON-TIME-SERIES-BASED MACHINE LEARNING Final Rejection Walmart Apollo, LLC
18266876 DESIGN SPACE REDUCTION APPARATUS, CONTROL METHOD, AND COMPUTER-READABLE STORAGE MEDIUM Non-Final OA NEC Corporation
18201999 PREDICTION MODEL GENERATION APPARATUS, PREDICTION APPARATUS, PREDICTION MODEL GENERATION METHOD, PREDICTION METHOD, AND PROGRAM Non-Final OA NEC Corporation
17919164 EFFICIENTLY ALLOCATING MEMORY ON NEURAL NETWORK COMPUTE TILES Final Rejection Google LLC
18181513 METHOD AND SYSTEM FOR PREDICTING A DELAY FOR A FLIGHT OF AN AIRCRAFT Non-Final OA The Boeing Company
18178684 ACTIVATION FUNCTION FOR HOMOMORPHICALLY-ENCRYPTED NEURAL NETWORKS Non-Final OA Intel Corporation
18067410 SYSTEM AND METHOD WITH SEQUENCE MODELING OF SENSOR DATA FOR MANUFACTURING Non-Final OA Robert Bosch GmbH
18020907 Systems and Methods for Crowdsourced Machine Learning Non-Final OA The Board of Trustees of the Leland Stanford Junior University
18184700 ARTIFICIAL INTELLIGENCE-BASED GAMIFICATION FOR SERVICE BACKGROUND Non-Final OA Siemens Healthineers AG
17564002 GENERATING SYNTHETIC TRAINING DATA FOR PERCEPTION MACHINE LEARNING MODELS USING DATA GENERATORS Non-Final OA VOLKSWAGEN AKTIENGESELLSCHAFT
17657619 AUTOMATIC DENOISING OF MACHINE LEARNING PROJECTS Final Rejection FUJITSU LIMITED
17726565 ARTIFICIAL INTELLIGENCE SYSTEM FOR A JOINT GROUP PREDICTION BY INDIVIDUAL PREDICTION AND EXPLANATION-BASED RE-RANKING Final Rejection NEC Laboratories Europe GmbH
18214340 MACHINE LEARNING TIME-SERIES DATA RECONSTRUCTION Non-Final OA ServiceNow, Inc.
17525744 FACILITATING GENERATION OF REPRESENTATIVE DATA Non-Final OA ADOBE INC.
18184428 MACHINE LEARNING MODEL TRAINING USING FEATURE SPACE ANALYSIS Non-Final OA The Aerospace Corporation
18225198 METHOD TO GENERATE TASKS FOR META-LEARNING Non-Final OA SAMSUNG ELETRÔNICA DA AMAZÔNIA LTDA.
17842611 METHOD AND APPARATUS FOR RETRAINING COMPRESSED MODEL USING VARIANCE EQUALIZATION Final Rejection NOTA, INC.
18210094 METHOD AND SYSTEM FOR DETERMINING EVENT OCCURRENCE BASED ON DATA SIGNALS Non-Final OA RAJIV TREHAN
18300093 SYSTEMS AND METHODS FOR OPTIMIZING A MACHINE LEARNING MODEL BASED ON A PARITY METRIC Non-Final OA ARIZE AI, INC.

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