Prosecution Insights
Last updated: August 18, 2026

Examiner: REYES, MARIELA D

Tech Center 2100 • Art Units: 2100 2123 2125 2126 2128 2141 2142 2147 2153 2154

This examiner grants 61% of resolved cases

Performance Statistics

61.1%
Allow Rate
+6.1% vs TC avg
361
Total Applications
+23.7%
Interview Lift
1601
Avg Prosecution Days
Based on 347 resolved cases, 2023–2026

Rejection Statute Breakdown

17.4%
§101 Eligibility
17.3%
§102 Novelty
53.9%
§103 Obviousness
6.8%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17989079 Method, system and program product for training a computer-implemented system for predicting future developments of a traffic scene Non-Final OA Robert Bosch GmbH
17660267 USING MACHINE LEARNING TO PREDICT APPROPRIATE ACTIONS Final Rejection Truist Bank
18551170 METHOD FOR SORTING SEARCH RESULTS, ELECTRONIC DEVICE AND STORAGE MEDIUM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17225629 MACHINE LEARNING FEATURE RECOMMENDER Final Rejection AT&T Intellectual Property I, L.P.
18645573 METHOD AND SYSTEM FOR DETERMINING LOCAL FAIRNESS OF ML MODEL WITH DEGREE OF FAIRNESS Non-Final OA Tata Consultancy Services Limited
17564126 FEATURE MANAGEMENT FOR MACHINE LEARNING SYSTEM Non-Final OA Advanced Micro Devices, Inc.
17385750 RAPID DEVELOPMENT OF USER INTENT AND ANALYTIC SPECIFICATION IN COMPLEX DATA SPACES Final Rejection International Business Machines Corporation

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