Prosecution Insights
Last updated: April 19, 2026

Examiner: LEWIS, MATTHEW LEE

Tech Center 2100 • Art Units: 2144

This examiner grants 0% of resolved cases

Performance Statistics

%
Allow Rate
-55.0% vs TC avg
33
Total Applications
+0.0%
Interview Lift
1197
Avg Prosecution Days
Based on 3 resolved cases, 2023–2026

Rejection Statute Breakdown

33.9%
§101 Eligibility
20.8%
§102 Novelty
35.9%
§103 Obviousness
9.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18051867 TRAINING A TEAM PREDICTION MODEL TO GENERATE VIRTUAL TEAMS Final Rejection Microsoft Technology Licensing, LLC
17709796 DYNAMIC COMPENSATION OF ANALOG CIRCUITRY IMPAIRMENTS IN NEURAL NETWORKS Final Rejection Intel Corporation
17890196 SYSTEMS AND METHODS FOR ASSESSING EMISSIONS CALIBRATION PROJECTS WITH HYBRID ARTIFICIAL INTELLIGENCE BASED SUPPORT Final Rejection Robert Bosch GmbH
17965304 PROCESSORS AND METHODS FOR GENERATING A PREDICTION VALUE OF A NEURAL NETWORK Final Rejection HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD.
17892481 METHOD AND APPARATUS WITH NEURAL NETWORK COMPRESSION Final Rejection Korea Advanced Institute of Science and Technology
17810297 MONITORING PERFORMANCE OF TIME SERIES PREDICTION MODELS Final Rejection Amazon Technologies, Inc.
18119488 MULTI-PLATFORM NEURAL NETWORK DEPLOYMENT Non-Final OA ADOBE INC.
18154637 KNOWLEDGE-GRAPH EXTRAPOLATING METHOD AND SYSTEM BASED ON MULTI-LAYER PERCEPTION Non-Final OA Huazhong University of Science and Technology
17943022 METHODS AND APPARATUS TO TRAIN AN ARTIFICIAL INTELLIGENCE-BASED MODEL Non-Final OA The Nielsen Company (US), LLC
17811229 MACHINE LEARNING TECHNIQUES USING MODEL DEFICIENCY DATA OBJECTS FOR TENSOR-BASED GRAPH PROCESSING MODELS Final Rejection Optum, Inc.
17869589 SYSTEM AND METHOD FOR COMPREHENSION BASED QUESTION ANSWERING USING TAXONOMY Final Rejection SRI International

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