Prosecution Insights
Last updated: April 19, 2026

Examiner: LE, HUNG D

Tech Center 2100 • Art Units: 2161

This examiner grants 90% of resolved cases

Performance Statistics

90.3%
Allow Rate
+35.3% vs TC avg
1106
Total Applications
+6.4%
Interview Lift
937
Avg Prosecution Days
Based on 1073 resolved cases, 2023–2026

Rejection Statute Breakdown

12.3%
§101 Eligibility
20.6%
§102 Novelty
39.2%
§103 Obviousness
9.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19176043 GENERATIVE SUMMARIZATION DIALOG-BASED INFORMATION RETRIEVAL SYSTEM Non-Final OA Microsoft Technology Licensing, LLC
19094596 Natural Language-Based Data Integration Non-Final OA Microsoft Technology Licensing, LLC
19023104 READING COMPRESSED DATA DIRECTLY INTO AN IN-MEMORY STORE Final Rejection Microsoft Technology Licensing, LLC
18472887 SURVEY ABANDONMENT PREDICTION MODEL Non-Final OA International Business Machines Corporation
18465413 UTILITY USAGE PREDICTION AND OPTIMIZATION Non-Final OA International Business Machines Corporation
18459803 PREDICTING LOCAL LAYOUT EFFECTS USING A VARIATIONAL AUTOENCODER WITH INTEGRATED REGRESSION AND CLASSIFICATION NETWORK Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18961799 CONTENT PROVISION DEVICE, CONTENT PROVISION METHOD, AND RECORDING MEDIUM Final Rejection Rakuten Group, Inc.
17986803 TRUST-REGION AWARE NEURAL NETWORK ARCHITECTURE SEARCH FOR KNOWLEDGE DISTILLATION Non-Final OA QUALCOMM Incorporated
19085949 AUDIO STEM IDENTIFICATION SYSTEMS AND METHODS Non-Final OA Spotify AB
18821828 TRANSFORMING DATA METRICS TO MAINTAIN COMPATIBILITY IN AN ENTERPRISE DATA WAREHOUSE Final Rejection Chime Financial, Inc.
18477670 SYSTEMS AND METHODS FOR DATA CLUSTERING USING MACHINE LEARNING Non-Final OA ADOBE INC.
18949394 SYSTEMS AND METHODS FOR FACILITATING RAPID GENOME SEQUENCE ANALYSIS Non-Final OA UNIVERSITY OF UTAH RESEARCH FOUNDATION
18269445 QUANTIZATION METHOD AND QUANTIZATION APPARATUS FOR WEIGHT OF NEURAL NETWORK, AND STORAGE MEDIUM Non-Final OA TSINGHUA UNIVERSITY
18892786 Resolving a Co-Reference Based on a Multimodal User Input for Assistant Systems Final Rejection Meta Platforms, Inc.
18740376 ENVIRONMENTAL HAZARD AND RISK INFORMATION SYSTEM Final Rejection Ambient Ridge, Inc.
18676281 TECHNIQUES FOR DETERMINING RELEVANT ELECTRONIC CONTENT IN RESPONSE TO QUERIES Final Rejection EMB Partners, LLC
18669346 SYSTEM AND METHODS FOR MITIGATING DATA DECAY Final Rejection Super Truth, Inc.
18243881 SEARCH ACTIVITY PREDICTION Final Rejection Recorded Future, Inc.
18176726 SYSTEMS AND METHODS FOR SENSOR MONITORING AND SENSOR-RELATED CALCULATIONS Non-Final OA LIZARD MONITORING LLC

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