Prosecution Insights
Last updated: May 29, 2026

Examiner: LAU, KAITLYN RENEE

Tech Center 2100 • Art Units: 2148 2159

This examiner grants 67% of resolved cases

Performance Statistics

66.7%
Allow Rate
+11.7% vs TC avg
22
Total Applications
+100.0%
Interview Lift
1419
Avg Prosecution Days
Based on 3 resolved cases, 2023–2026

Rejection Statute Breakdown

21.6%
§101 Eligibility
5.9%
§102 Novelty
66.7%
§103 Obviousness
5.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17575415 METHODS AND APPARATUS TO IMPLEMENT A RANDOM FOREST Non-Final OA General Electric Company
18179778 DATA PROCESSING METHOD AND ELECTRONIC DEVICE Non-Final OA NEC CORPORATION
17891401 AGENT DECISION-MAKING METHOD AND APPARATUS Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18046013 SPATIO-TEMPORAL GRAPH NEURAL NETWORK FOR TIME SERIES PREDICTION Final Rejection Microsoft Technology Licensing, LLC
18009841 ATTENTION NEURAL NETWORKS WITH CONDITIONAL COMPUTATION Final Rejection Google LLC
18066005 ARTIFICIAL INTELLIGENCE SYSTEM FOR INTEGRITY OPERATING WINDOW OPTIMIZATION Final Rejection HONEYWELL INTERNATIONAL INC.
18038211 PROCESSING METHOD, PROCESSING SYSTEM, AND PROCESSING PROGRAM Non-Final OA NTT. Inc.
17805920 METHOD AND DEVICE FOR TUNING A HYPERPARAMETER OF A MACHINE-LEARNING ALGORITHM Non-Final OA Volvo Autonomous Solutions AB
18105180 CONTROLLING COMPUTING DEVICES USING HIERARCHICAL AGENTS Final Rejection DeepMind Technologies Limited
18098397 SYSTEMS AND METHODS FOR INTEGRATION OF MACHINE LEARNING MODELS WITH CLIENT APPLICATIONS Final Rejection FMR LLC
17648385 MACHINE LEARNING TECHNIQUES USING SEGMENT-WISE REPRESENTATIONS OF INPUT FEATURE REPRESENTATION SEGMENTS Non-Final OA Optum Services (Ireland) Limited
18267884 METHODS FOR TRAINING A CNN AND FOR PROCESSING AN INPUTTED PERFUSION SEQUENCE USING SAID CNN Non-Final OA GUERBET
17870519 APPARATUS AND METHOD FOR DEVELOPING OBJECT ANALYSIS MODEL BASED ON DATA AUGMENTATION Non-Final OA Urbanbase, Inc.

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