Prosecution Insights
Last updated: April 19, 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
67
Total Applications
+71.4%
Interview Lift
1611
Avg Prosecution Days
Based on 27 resolved cases, 2023–2026

Rejection Statute Breakdown

32.6%
§101 Eligibility
3.3%
§102 Novelty
52.4%
§103 Obviousness
8.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17979964 PERIODICALLY COOPERATIVE MULTI-AGENT REINFORCEMENT LEARNING Final Rejection X Development LLC
18313209 SYSTEMS AND METHODS FOR OBJECT REFERENCE PREDICTION Non-Final OA JPMORGAN CHASE BANK, N.A.
18148779 DATA PROCESSING METHOD AND ELECTRONIC DEVICE Non-Final OA NEC CORPORATION
17908357 DETERIORATION PREDICTION SYSTEM, DETERIORATION PREDICTION METHOD, AND RECORDINGMEDIUM FOR STORING PROGRAM Final Rejection NEC Corporation
18056386 INFORMATION PROCESSING SYSTEM AND INFORMATION PROCESSING METHOD Final Rejection CANON KABUSHIKI KAISHA
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
17915210 TRAINING AN ARTIFICIAL NEURAL NETWORK, ARTIFICIAL NEURAL NETWORK, USE, COMPUTER PROGRAM, STORAGE MEDIUM AND DEVICE Final Rejection Robert Bosch GmbH
17487497 METHOD AND SYSTEM FOR PROBABLY ROBUST CLASSIFICATION WITH MULTICLASS ENABLED DETECTION OF ADVERSARIAL EXAMPLES Non-Final OA Robert Bosch GmbH
17973893 APPARATUS AND METHOD FOR GENERATING VALID NEURAL NETWORK ARCHITECTURE BASED ON PARSING Final Rejection SAMSUNG SDS CO., LTD.
17191296 EDGE LEARNING DISPLAY DEVICE AND METHOD Non-Final OA MediaTek Inc.
17704866 SELF INSTANTIATING ALPHA NETWORK Final Rejection RED HAT, INC.
17702506 SYSTEM AND METHOD FOR GEOGRAPHICAL DISTANCE-BASED DEEP REPRESENTATION AND LEARNING THEREOF FOR USER LOCATION PREDICTION Non-Final OA YAHOO ASSETS LLC
17882140 SYSTEM AND METHOD FOR SEQUENTIAL DATA PROCESS MODELLING Final Rejection ROYAL BANK OF CANADA
17715608 SYSTEM AND METHOD FOR PROBABILISTIC FORECASTING USING MACHINE LEARNING WITH A REJECT OPTION Final Rejection ROYAL BANK OF CANADA
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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