Prosecution Insights
Last updated: May 29, 2026

Examiner: SCHALLHORN, TYLER J

Tech Center 2100 • Art Units: 2144 2176 2177 2178

This examiner grants 34% of resolved cases

Performance Statistics

34.5%
Allow Rate
-20.5% vs TC avg
284
Total Applications
+14.3%
Interview Lift
1782
Avg Prosecution Days
Based on 264 resolved cases, 2023–2026

Rejection Statute Breakdown

1.3%
§101 Eligibility
6.3%
§102 Novelty
91.5%
§103 Obviousness
0.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17879178 TRAINING A MACHINE LEARNING MODEL USING AN EXPERT SYSTEM Final Rejection Siemens Aktiengesellschaft
18023532 LEARNING DEVICE, LEARNING METHOD, AND LEARNING PROGRAM Non-Final OA NEC Corporation
17347761 COMPUTING SYSTEM FOR EXTRACTING FACTS FOR A KNOWLEDGE GRAPH Final Rejection Microsoft Technology Licensing, LLC
17538221 AUTOMATICALLY GENERATING FACTSHEETS FOR ARTIFICIAL INTELLIGENCE-BASED QUESTION ANSWERING SYSTEMS Non-Final OA International Business Machines Corporation
17851120 ADVERSARIAL CORRUPTION FOR ATTRIBUTION-BASED EXPLANATIONS VALIDATION Final Rejection Oracle International Corporation
18058652 NON-TRANSITORY COMPUTER-READABLE STORAGE MEDIUM FOR STORING MODEL TRAINING PROGRAM, MODEL TRAINING METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA FUJITSU LIMITED
17564588 ACTIVE DATA LEARNING SELECTION METHOD FOR ROBOT GRASP Non-Final OA DALIAN UNIVERSITY OF TECHNOLOGY
17162003 AUTOMATIC INTENT GENERATION WITHIN A VIRTUAL AGENT PLATFORM Non-Final OA salesforce.com, inc.
17244457 WEB TASK AUTOMATION Non-Final OA YAAR INC.
17091539 NEURAL NETWORK CONSTRUCTION DEVICE, INFORMATION PROCESSING DEVICE, NEURAL NETWORK CONSTRUCTION METHOD, AND RECORDING MEDIUM Final Rejection MIRAXIA EDGE TECHNOLOGY CORPORATION

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