Prosecution Insights
Last updated: April 19, 2026

Examiner: CAMPOS, ALFREDO

Tech Center 2100 • Art Units: 2129

This examiner grants 83% of resolved cases

Performance Statistics

83.3%
Allow Rate
+28.3% vs TC avg
32
Total Applications
+33.3%
Interview Lift
1394
Avg Prosecution Days
Based on 6 resolved cases, 2023–2026

Rejection Statute Breakdown

33.3%
§101 Eligibility
3.9%
§102 Novelty
42.8%
§103 Obviousness
20.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18037024 ERROR-TRIGGERED LEARNING OF MULTI-LAYER MEMRISTIVE SPIKING NEURAL NETWORKS Non-Final OA The Regents of the University of California
18315476 SYSTEMS AND METHODS FOR USING HASH TABLES FOR GENERATING TEXTUAL PREDICTION EXPLANATIONS Non-Final OA Capital One Services, LLC
18269790 LEARNING DEVICE, LEARNING METHOD, AND STORAGE MEDIUM Non-Final OA NEC Corporation
18037158 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM Non-Final OA NEC Corporation
18110847 AUTOMATED MACHINE LEARNING USING LARGE LANGUAGE MODELS Non-Final OA MICROSOFT TECHNOLOGY LICENSING, LLC
17770919 Online Federated Learning of Embeddings Non-Final OA Google LLC
17662083 HANDLING DATA GAPS IN SEQUENTIAL DATA Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18182215 PRIORITIZING TRAINING EXAMPLES WHEN TRAINING CLASSIFIERS Non-Final OA Robert Bosch GmbH
17663009 Subject-Level Granular Differential Privacy in Federated Learning Non-Final OA Oracle International Corporation
18039561 RESERVOIR ELEMENT Non-Final OA TDK CORPORATION
17564870 NEURAL ODE-BASED CONDITIONAL TABULAR GENERATIVE ADVERSARIAL NETWORK APPARATUS AND METHOD Non-Final OA UIF (University Industry Foundation), Yonsei University
18057913 REAL-TIME ASSESSMENT OF RESPONSES TO EVENT DETECTION IN UNSUPERVISED SCENARIOS Final Rejection Dell Products L.P.
18059645 METHOD FOR RECOGNIZING TOKEN, ELECTRONIC DEVICE AND STORAGE MEDIUM Final Rejection BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18069210 SYSTEMS AND METHODS FOR DATA VALIDATION AND TRANSFORMATION OF DATA IN A ZERO-TRUST ENVIRONMENT Final Rejection BeeKeeperAI, Inc.
17566953 METHOD AND APPARATUS FOR MULTIPLE REINFORCEMENT LEARNING AGENTS IN A SHARED ENVIRONMENT Non-Final OA The Governing Council of the University of Toronto
18002271 DISTRIBUTED COMPUTER SYSTEM AND METHOD OF OPERATION THEREOF Final Rejection UVUE LTD
18301360 OPERATING STATE CHARACTERIZATION BASED ON FEATURE RELEVANCE Non-Final OA SparkCognition, Inc.

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