Prosecution Insights
Last updated: May 29, 2026

Examiner: CAMPOS, ALFREDO

Tech Center 2100 • Art Units: 2129

This examiner grants 86% of resolved cases

Performance Statistics

85.7%
Allow Rate
+30.7% vs TC avg
33
Total Applications
+25.0%
Interview Lift
1273
Avg Prosecution Days
Based on 7 resolved cases, 2023–2026

Rejection Statute Breakdown

10.9%
§101 Eligibility
0%
§102 Novelty
83.6%
§103 Obviousness
5.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18315476 SYSTEMS AND METHODS FOR USING HASH TABLES FOR GENERATING TEXTUAL PREDICTION EXPLANATIONS Non-Final OA Capital One Services, LLC
18037024 ERROR-TRIGGERED LEARNING OF MULTI-LAYER MEMRISTIVE SPIKING NEURAL NETWORKS Non-Final OA The Regents of the University of California
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
18057913 REAL-TIME ASSESSMENT OF RESPONSES TO EVENT DETECTION IN UNSUPERVISED SCENARIOS Final Rejection Dell Products L.P.
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
17919510 METHODS AND APPARATUS FOR ATTESTATION OF AN ARTIFICIAL INTELLIGENCE MODEL Non-Final OA Intel 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 Final Rejection UIF (University Industry Foundation), Yonsei University
18270074 MODULAR AUTOENCODER MODEL FOR MANUFACTURING PROCESS PARAMETER ESTIMATION Non-Final OA ASML Netherlands B.V.
18069210 SYSTEMS AND METHODS FOR DATA VALIDATION AND TRANSFORMATION OF DATA IN A ZERO-TRUST ENVIRONMENT Final Rejection BeeKeeperAI, Inc.
18301360 OPERATING STATE CHARACTERIZATION BASED ON FEATURE RELEVANCE Non-Final OA SparkCognition, Inc.

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