Prosecution Insights
Last updated: May 29, 2026

Examiner: TAN, DAVID H

Tech Center 2100 • Art Units: 2141 2142 2145 2171 2172 2177

This examiner grants 31% of resolved cases

Performance Statistics

31.3%
Allow Rate
-23.7% vs TC avg
139
Total Applications
+17.0%
Interview Lift
1448
Avg Prosecution Days
Based on 99 resolved cases, 2023–2026

Rejection Statute Breakdown

0%
§101 Eligibility
4.1%
§102 Novelty
95.7%
§103 Obviousness
0.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17587793 OPTIMIZATION OF TUNING FOR MODELS USED FOR MULTIPLE PREDICTION GENERATION Final Rejection Databricks, Inc.
18067350 USER INTERFACES FOR MANAGING SHARED-CONTENT SESSIONS Final Rejection Apple Inc.
18304542 CONTEXTUAL ARTIFICIAL INTELLIGENCE (AI) BASED WRITING ASSISTANCE Non-Final OA Microsoft Technology Licensing, LLC
17913034 PROVIDING FORM SERVICE ASSISTANCE Final Rejection Microsoft Technology Licensing, LLC
17456243 ASSISTED COLLABORATIVE NAVIGATION IN SCREEN SHARE ENVIRONMENTS Non-Final OA International Business Machines Corporation
17247448 DATA DRIVEN RANKING OF COMPETING ENTITIES IN A MARKETPLACE Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
18339641 DETECTING DEVICE, DETECTING METHOD, MACHINE LEARNING DEVICE, MACHINE LEARNING METHOD, AND MACHINE LEARNING MODEL Non-Final OA Rakuten Group, Inc.
18146427 Method for Extracting Features from Data of Traffic Scenario Based on Graph Neural Network Final Rejection Robert Bosch GmbH
17952107 ARTIFICIAL INTELLIGENCE WORK CENTER Non-Final OA SAP SE
17371320 CROSS-CONTEXT DIGITAL ITEM CONTAINERS AND COLLABORATION Final Rejection Atlassian Pty Ltd.
17489284 CONFIGURING DYNAMIC INTERACTIONS BETWEEN APPLICATION ELEMENTS Non-Final OA Salesforce, Inc.
17106029 CAPTURING FEATURE ATTRIBUTION IN MACHINE LEARNING PIPELINES Non-Final OA Amazon Technologies, Inc.
17348647 TASK SCHEDULER FOR SCHEDULING RECURRING TASKS Final Rejection Hexagon Technology Center GmbH
18127551 ALLOCATING COMPUTING RESOURCES BETWEEN MODEL SIZE AND TRAINING DATA DURING TRAINING OF A MACHINE LEARNING MODEL Non-Final OA DeepMind Technologies Limited
17030072 LEARNING MODEL GENERATION METHOD, RECORDING MEDIUM, EYEGLASS LENS SELECTION SUPPORT METHOD, AND EYEGLASS LENS SELECTION SUPPORT SYSTEM Final Rejection HOYA LENS THAILAND LTD.
17891476 MIXED SYNTHETIC DATA GENERATION Non-Final OA Accenture Global Solutions Limited
17648876 PEAK SELECTION ASSISTANCE FOR RF SPECTRUM ANALYSIS Non-Final OA EXFO Inc.
17535323 SYSTEMS AND METHODS FOR IMPLEMENTING PLAYBOOKS Non-Final OA SuccessKPI, Inc
17472113 POWER MODULATION USING DYNAMIC VOLTAGE AND FREQUENCY SCALING Final Rejection Maxim Integrated Products, Inc.
18178922 THOUGHT INFERENCE SYSTEM, INFERENCE MODEL GENERATION SYSTEM, THOUGHT INFERENCE DEVICE, INFERENCE MODEL GENERATION METHOD, AND NON-TRANSITORY COMPUTER READABLE STORAGE MEDIUM Non-Final OA National University Corporation Ehime University
17686269 GENERATING TRAINING DATA SETS FOR POWER OUTPUT PREDICTION Non-Final OA STEM, INC.
18058918 SYSTEM AND METHOD ARRANGED TO CUSTOMIZE ARTIFICIAL NEURAL NETWORK Final Rejection GENENET TECHNOLOGY (UK) LIMITED

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