Prosecution Insights
Last updated: May 29, 2026

Examiner: MILLER, ALEXANDRIA JOSEPHINE

Tech Center 2100 • Art Units: 2142

This examiner grants 18% of resolved cases

Performance Statistics

18.5%
Allow Rate
-36.5% vs TC avg
69
Total Applications
+71.4%
Interview Lift
1416
Avg Prosecution Days
Based on 27 resolved cases, 2023–2026

Rejection Statute Breakdown

2.8%
§101 Eligibility
0.7%
§102 Novelty
95.9%
§103 Obviousness
0.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17979964 PERIODICALLY COOPERATIVE MULTI-AGENT REINFORCEMENT LEARNING Final Rejection X Development LLC
17908357 DETERIORATION PREDICTION SYSTEM, DETERIORATION PREDICTION METHOD, AND RECORDINGMEDIUM FOR STORING PROGRAM Final Rejection NEC Corporation
17570126 BILEVEL METHOD AND SYSTEM FOR DESIGNING MULTI-AGENT SYSTEMS AND SIMULATORS Final Rejection Huawei Technologies Co., Ltd.
18335998 INTEGRATION OF A GENERATIVE MODEL INTO COMPUTER-EXECUTABLE APPLICATIONS Non-Final OA Microsoft Technology Licensing, LLC
17705873 MULTI-LEVEL COORDINATED INTERNET OF THINGS ARTIFICIAL INTELLIGENCE Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17560806 RECOGNIZING SOCIAL BIASES IN ARTIFICIAL INTELLIGENCE MODELS Final Rejection Intel Corporation
17487497 METHOD AND SYSTEM FOR PROBABLY ROBUST CLASSIFICATION WITH MULTICLASS ENABLED DETECTION OF ADVERSARIAL EXAMPLES Non-Final OA Robert Bosch GmbH
17191296 EDGE LEARNING DISPLAY DEVICE AND METHOD Non-Final OA MediaTek Inc.
17560322 MECHANISM FOR REDUCING INFORMATION LOST IN SET NEURAL NETWORKS Non-Final OA NEC Laboratories Europe GmbH
17834817 GENERATING DATASETS FOR SCENARIO-BASED TRAINING AND TESTING OF MACHINE LEARNING SYSTEMS Final Rejection Sage Global Services Limited
17494176 TRAINING A MACHINE LEARNING MODEL USING INCREMENTAL LEARNING WITHOUT FORGETTING Final Rejection Actimize Ltd.
18245339 QUANTUM CIRCUIT AND QUANTUM COMPUTATION METHOD Non-Final OA GRID INC.

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