Prosecution Insights
Last updated: August 18, 2026

Examiner: ZENG, WENWEI

Tech Center 4100 • Art Units: 2146 4100

This examiner grants 0% of resolved cases

Performance Statistics

Allow Rate
-60.0% vs TC avg
18
Total Applications
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

44.1%
§101 Eligibility
3.4%
§102 Novelty
49.2%
§103 Obviousness
3.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18424660 BINARIZED TRANSFORMER NEURAL NETWORKS FOR SEQUENCE GENERATION Non-Final OA Google LLC
18160776 Using Chains of Thought to Prompt Machine-Learned Models Pre-Trained on Diversified Objectives Non-Final OA Google LLC
18494910 ADAPTIVE SAMPLING FOR EQUIVARIANT MACHINE LEARNING MODELS Non-Final OA QUALCOMM Technologies, Inc.
18303525 SYSTEMS AND METHODS FOR GENERATING MODEL ARCHITECTURES FOR TASK-SPECIFIC MODELS IN ACCELERATED TRANSFER LEARNING Final Rejection Microsoft Technology Licensing, LLC
18392732 DATA PROCESSING DEVICE AND DATA PROCESSING METHOD Non-Final OA Mitsubishi Electric Corporation
18454262 PROMPT-BASED SEQUENTIAL LEARNING Non-Final OA NEC Laboratories America, Inc.
18288651 DEVELOPING MACHINE-LEARNING MODELS Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18526561 MONITORING HEALTH OF NETWORK APPLICATION BY COMBINING PREDICTIONS FROM DISPARATE DATA SOURCES Non-Final OA Royal Bank of Canada
18466232 APPARATUSES, METHODS, AND COMPUTER PROGRAM PRODUCTS FOR DATA CONTEXTUALIZATION OF OPERATIONAL TECHNOLOGY ASSETS Non-Final OA Honeywell International Inc.
18393357 MACHINE LEARNING MODEL AGGREGATION Non-Final OA Micron Technology, Inc.
18160573 SYSTEM AND METHOD FOR SELECTIVELY MANAGING LATENT BIAS IN INFERENCE MODELS Final Rejection Dell Products L.P.
18156223 METHOD AND APPARATUS FOR MANAGING TECHNICAL INFORMATION BASED ON ARTIFICIAL INTELLIGENCE Final Rejection AGENCY FOR DEFENSE DEVELOPMENT
18303425 SYSTEM AND METHOD FOR USE OF GRAPH NEURAL NETWORKS IN IDENTITY MANAGEMENT ARTIFICIAL INTELLIGENCE SYSTEMS Final Rejection SailPoint Technologies, Inc.

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