Prosecution Insights
Last updated: August 18, 2026

Examiner: MORALES, PEDRO JESUS

Tech Center 4100 • Art Units: 2124 4100

This examiner grants 62% of resolved cases

Performance Statistics

61.5%
Allow Rate
+1.5% vs TC avg
34
Total Applications
+55.6%
Interview Lift
1351
Avg Prosecution Days
Based on 13 resolved cases, 2023–2026

Rejection Statute Breakdown

24.4%
§101 Eligibility
11.9%
§102 Novelty
47.5%
§103 Obviousness
13.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18623622 PROCESSING MODEL OUTPUTS Non-Final OA Wells Fargo Bank, N.A.
17663517 PREDICTION SYSTEM, PREDICTION METHOD, AND NON-TRANSITORY STORAGE MEDIUM Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18054216 Method for Generating Training Data for Training a Machine Learning Algorithm Non-Final OA Robert Bosch GmbH
18385587 Scalable Multivariate Time Series Forecasting in Data Warehouse Non-Final OA Google LLC
17841009 JOINT TRAINING OF NETWORK ARCHITECTURE SEARCH AND MULTI-TASK DENSE PREDICTION MODELS FOR EDGE DEPLOYMENT Final Rejection Deere & Company
18190937 SYSTEMS AND METHODS FOR GENERATING RECOMMENDATIONS FOR CAUSES OF LABELING DETERMINATIONS THAT ARE GENERATED BY NON-DIFFERENTIABLE ARTIFICIAL INTELLIGENCE MODELS Final Rejection Capital One Services, LLC
18290346 INFORMATION PROCESSING SYSTEM, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM Non-Final OA NEC Corporation
18332683 COMPUTER MEMORY ACCESS FOR MACHINE LEARNING MODELS Non-Final OA Microsoft Technology Licensing, LLC
18051786 Data Set Distance Model Validation Non-Final OA Microsoft Technology Licensing, LLC
17978587 HARDWARE-AWARE GENERATION OF MACHINE LEARNING MODELS Final Rejection Microsoft Technology Licensing, LLC
18290274 Categorizing a New User in an Information Technology System Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18127272 SYSTEMS AND METHODS FOR WEIGHTED FEDERATED LEARNING IN A HYBRID OPERATING ROOM ENVIRONMENT Non-Final OA KONINKLIJKE PHILIPS N.V.
18427304 METADATA DRIVEN PROMPT GROUNDING FOR GENERATIVE ARTIFICIAL INTELLIGENCE APPLICATIONS Non-Final OA Salesforce, Inc.
17926939 COMPUTER PROGRAM PRODUCT AND ARTIFICIAL INTELLIGENCE TRAINING CONTROL DEVICE Non-Final OA Hitachi Astemo, Ltd.
18382763 USING SPECIAL TOKENS FOR SECURE PROMPT TEMPLATE INPUT TO LANGUAGE MODELS Non-Final OA Nvidia Corporation
17455293 PERFORMANCE OPTIMIZATION OF COMPLEX INDUSTRIAL SYSTEMS AND PROCESSES Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION

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