Prosecution Insights
Last updated: October 02, 2026

Examiner: VIRREIRA, ROLANDO PATRICK

Tech Center 4100 • Art Units: 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
4
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

20.0%
§101 Eligibility
28.6%
§102 Novelty
34.3%
§103 Obviousness
17.1%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18698152 MACHINE LEARNING MODEL DEPLOYMENT, MANAGEMENT AND MONITORING AT SCALE Non-Final OA Schlumberger Technology Corporation
18481957 CHATBOT WITH LLM AND VECTORIZED DATABASE Non-Final OA The Toronto-Dominion Bank
18657190 AUTOMATIC LABEL GENERATION WITH CONFIDENCE SCORES FOR TRAINING A MACHINE LEARNING MODEL TO PERFORM LINE ITEM EXTRACTION Non-Final OA INTUIT INC.
18497093 MACHINE LEARNING MODEL EXPLANATION BUILDER Non-Final OA Microsoft Technology Licensing, LLC
18632056 ASSIGNING DATA STRUCTURES TO INSTANCES OF APPLICATIONS USING MACHINE LEARNING Non-Final OA State Farm Mutual Automobile Insurance Company
18491020 METHOD AND APPARATUS FOR ANALYZING MULTI-TARGET BASED ON REINFORCEMENT LEARNING FOR LEARNING UNDER-EXPLORED TARGET Non-Final OA SEOUL NATIONAL UNIVERSITY R&DB FOUNDATION
18492313 SYSTEMS AND METHODS TO EXPLAIN AN ARTIFICIAL INTELLIGENCE POLICY OF BEHAVIOR WITH CAUSAL REASONING Non-Final OA GM GLOBAL TECHNOLOGY OPERATIONS LLC

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