Prosecution Insights
Last updated: August 17, 2026

Examiner: GIROUX, GEORGE

Tech Center 2100 • Art Units: 2125 2128 2182 2183

This examiner grants 66% of resolved cases

Performance Statistics

65.5%
Allow Rate
+10.5% vs TC avg
647
Total Applications
+26.7%
Interview Lift
1583
Avg Prosecution Days
Based on 615 resolved cases, 2023–2026

Rejection Statute Breakdown

10.8%
§101 Eligibility
15.1%
§102 Novelty
48.1%
§103 Obviousness
16.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18021971 MODEL TRAINING METHOD, PERFORMANCE PREDICTION METHOD, DEVICE, APPARATUS AND MEDIUM Final Rejection BOE Technology Group Co., Ltd.
18175959 Predictive Maintenance with Pretrained Feature Extraction for Manufacturing Final Rejection Robert Bosch GmbH
17900343 SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION WITH DENOISED DIFFIUSION MODELS Non-Final OA Robert Bosch GmbH
17951889 Generative Models for Discrete Datasets Constrained by a Marginal Distribution Specification Final Rejection Google LLC
18451959 LARGE LANGUAGE MODEL ASSISTED SEMANTIC WEB KNOWLEDGE BASE Non-Final OA Halliburton Energy Services, Inc.
17648415 CROSS-DOMAIN ADAPTIVE LEARNING Non-Final OA QUALCOMM Incorporated
18543357 APPARATUSES, METHODS, AND SYSTEMS FOR NEURAL NETWORKS Non-Final OA Intel Corporation
18375182 SYSTEM AND METHOD FOR REMOVAL OF STATISTICAL BIAS IN PREDICTIVE MODELS ARISING FROM MISSING VALUES IN TRAINING DATA Non-Final OA JPMorgan Chase Bank, N.A.
17911866 SYSTEM AND METHOD FOR ADAPTING TO CHANGING RESOURCE LIMITATIONS Final Rejection InterDigital CE Patent Holdings
17947963 COOPERATIVE LEARNING OF LANGEVIN FLOW AND NORMALIZING FLOW TOWARD ENERGY-BASED MODEL Non-Final OA Baidu USA, LLC
17590920 UNSUPERVISED DOMAIN ADAPTATION FOR LiDAR SEGMENTATION VIA ENHANCED PSEUDO-LABELING TECHNIQUES Non-Final OA Motional AD LLC
18173648 TRAINING ARIMA TIME-SERIES MODELS UNDER FULLY HOMOMORPHIC ENCRYPTION USING APPROXIMATING POLYNOMIALS Final Rejection International Business Machines Corporation
18048436 DNN TRAINING ALGORITHM WITH DYNAMICALLY COMPUTED ZERO-REFERENCE Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION

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