Prosecution Insights
Last updated: May 29, 2026

Examiner: PEREZ-ARROYO, RAQUEL

Tech Center 2100 • Art Units: 2161 2169

This examiner grants 58% of resolved cases

Performance Statistics

58.1%
Allow Rate
+3.1% vs TC avg
327
Total Applications
+31.7%
Interview Lift
1226
Avg Prosecution Days
Based on 298 resolved cases, 2023–2026

Rejection Statute Breakdown

8.7%
§101 Eligibility
2.5%
§102 Novelty
86.1%
§103 Obviousness
1.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18060749 SYSTEMS AND METHODS FOR BAGGING ENSEMBLE CLASSIFIERS FOR IMBALANCED BIG DATA Final Rejection Capital One Services, LLC
18887751 LARGE LANGUAGE MODEL OUTPUT ENTAILMENT Non-Final OA GOOGLE LLC
17972291 REINFORCEMENT LEARNING WITH MULTIPLE OBJECTIVES AND TRADEOFFS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18863900 METHOD AND APPARATUS FOR GENERATING SONG LIST, ELECTRONIC DEVICE, AND STORAGE MEDIUM Final Rejection Lemon Inc.
18300122 SYSTEMS, APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING INTEGRATION WITHIN A PROCESS SIMULATION SYSTEM Non-Final OA Honeywell International Inc.
18927089 MULTI-MODAL KNOWLEDGE-BASED CONVERSATION DATA GENERATION AND ADDITIONAL INFORMATION LABELING SYSTEM Non-Final OA Korea Electronics Technology Institute
18791022 Systems and Methods for Selecting a Set of Media Items Using a Diffusion Model Non-Final OA Spotify AB
18194431 LOCAL-SEARCH BASED SOLUTION OF COMBINATORIAL OPTIMIZATION PROBLEM USING ANNEALER-BASED SOLVERS Final Rejection Fujitsu Limited
17742318 SECTION-BASED MUSIC SIMILARITY SEARCHING USING NEURAL NETWORKS Final Rejection Adobe Inc.
18178626 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND NON-TRANSITORY COMPUTER READABLE MEDIUM Final Rejection FUJIFILM Business Innovation Corp.
18931988 Methods and Systems for Searching Utilizing Acoustical Context Non-Final OA The Diablo Canyon Collective LLC
18980001 METHOD AND SYSTEM USING DIVERSE CAPTIONS FOR IMPROVING LONG VIDEO RETRIEVAL Non-Final OA SRI International
18829867 Methods And Apparatuses For Multimedia Recommendation Non-Final OA Anhui Huami Health Technology Co., Ltd.
18355331 WAFER HOTSPOT-FIXING LAYOUT HINTS BY MACHINE LEARNING Non-Final OA Sandisk Technologies, Inc.
18618986 CLUSTER INTERPRETATION USING A PERSISTENCE MEASURE Non-Final OA Providence St. Joseph Health
18589386 SYSTEMS AND METHOD OF GENERATING CUSTOM MESSAGES BASED ON RULE-BASED DATABASE QUERIES IN A CLOUD PLATFORM Non-Final OA JetBlue Airways Corporation
18035722 IDENTIFICATION OF MEDIA ITEMS FOR TARGET GROUPS Non-Final OA UTOPIA Music AG
16618594 INTEREST-BASED AND BIBLIOGRAPHICAL DATA-BASED MULTIMEDIA CONTENT EXPLORATION, CURATION AND ORGANIZATION Non-Final OA Push Through Innovation Corporation

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