Prosecution Insights
Last updated: May 29, 2026

Examiner: PHAKOUSONH, DARAVANH

Tech Center 2100 • Art Units: 2121 2151

This examiner grants 50% of resolved cases

Performance Statistics

50.0%
Allow Rate
-5.0% vs TC avg
36
Total Applications
+100.0%
Interview Lift
1397
Avg Prosecution Days
Based on 2 resolved cases, 2023–2026

Rejection Statute Breakdown

34.6%
§101 Eligibility
29.1%
§102 Novelty
27.3%
§103 Obviousness
5.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18047998 ARTIFICIAL INTELLIGENCE APPARATUS BASED ON ESS AND METHOD FOR CLUSTERING ENERGY PREDICTION MODELS THEREOF Non-Final OA LG ELECTRONICS INC.
18119221 METHOD AND SYSTEM FOR TRAINING A NEURAL NETWORK MODEL USING GRADUAL KNOWLEDGE DISTILLATION Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18129726 MACHINE LEARNING INSTANCING Non-Final OA Microsoft Technology Licensing, LLC
17669301 NEURAL NETWORK PROCESSING Non-Final OA Arm Limited
17967975 AUTOMATED ANNOTATION OF DATA FOR MODEL TRAINING Final Rejection SAP SE
18147314 DYNAMIC CHUNK SIZE FOR OPTIMAL BATCH PROCESSING Final Rejection Salesforce, Inc.
17953753 SYSTEMS AND METHODS FOR FEDERATED LEARNING WITH HETEROGENEOUS CLIENTS VIA DATA-FREE KNOWLEDGE DISTILLATION Final Rejection Toyota Motor Engineering & Manufacturing North America, Inc.
18316983 SYSTEMS AND METHODS FOR EXTRACTING MEANINGFUL PHRASES AND A CRUX OF A CONVERSATION FROM TEXT DATA Non-Final OA Verizon Patent and Licensing Inc
18216194 Confronting Domain Shift in Trained Neural Networks Non-Final OA National Technology & Engineering Solutions of Sandia, LLC
17678443 UNSUPERVISED CLUSTERED EXPLANATION-BASED FEATURE SELECTION USING TRANSFER LEARNING FOR LOW FRAUD SCENARIO Final Rejection Actimize LTD.

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