Prosecution Insights
Last updated: October 02, 2026

Examiner: CAMPOS, ALFREDO

Tech Center 2100 • Art Units: 2129 2147

This examiner grants 79% of resolved cases

Performance Statistics

78.6%
Allow Rate
+23.6% vs TC avg
36
Total Applications
-8.3%
Interview Lift
1303
Avg Prosecution Days
Based on 14 resolved cases, 2023–2026

Rejection Statute Breakdown

33.3%
§101 Eligibility
2.7%
§102 Novelty
46.1%
§103 Obviousness
17.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18037158 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND COMPUTER PROGRAM Non-Final OA NEC Corporation
18182215 PRIORITIZING TRAINING EXAMPLES WHEN TRAINING CLASSIFIERS Non-Final OA Robert Bosch GmbH
17770919 Online Federated Learning of Embeddings Final Rejection Google LLC
18175750 EFFICIENT HIDDEN MARKOV MODEL ARCHITECTURE AND INFERENCE RESPONSE Non-Final OA QUALCOMM Incorporated
18037024 ERROR-TRIGGERED LEARNING OF MULTI-LAYER MEMRISTIVE SPIKING NEURAL NETWORKS Final Rejection The Regents of the University of California
18627340 CONTEXT-AWARE PROMPT MATCHING SYSTEM USING LARGE LANGUAGE MODELS Non-Final OA Oracle International Corporation
18620888 HIGH-QUALITY ENGAGEMENT CONTENT ITEM UNROLLING Non-Final OA Microsoft Technology Licensing, LLC
18331734 LARGE TENSOR TILING Final Rejection Microsoft Technology Licensing, LLC
18110847 AUTOMATED MACHINE LEARNING USING LARGE LANGUAGE MODELS Final Rejection MICROSOFT TECHNOLOGY LICENSING, LLC
18629992 METHOD AND DEVICE FOR MUTUALLY INFERRING COMPOSITE CHARACTERISTICS AND COMPOSITE PRODUCTION CONDITIONS THROUGH AUTOENCODER FEATURE EXTRACTION Non-Final OA SK Planet Co., Ltd.
18059645 METHOD FOR RECOGNIZING TOKEN, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
18355721 MODEL EVALUATION AND ENHANCED USER INTERFACE FOR ANALYZING MACHINE LEARNING MODELS Final Rejection Tesla, Inc.
18634251 PREDICTING RESOURCE-RELATED VALUES USING MULTI-DIMENSIONAL MACHINE LEARNING-BASED TECHNIQUES Non-Final OA Dell Products L.P.
18039561 RESERVOIR ELEMENT Final Rejection TDK CORPORATION
18069210 SYSTEMS AND METHODS FOR DATA VALIDATION AND TRANSFORMATION OF DATA IN A ZERO-TRUST ENVIRONMENT Non-Final OA BeeKeeperAI, Inc.
18270074 MODULAR AUTOENCODER MODEL FOR MANUFACTURING PROCESS PARAMETER ESTIMATION Final Rejection ASML Netherlands B.V.

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