Prosecution Insights
Last updated: April 19, 2026

Examiner: SCHALLHORN, TYLER J

Tech Center 2100 • Art Units: 2144 2176 2177 2178

This examiner grants 34% of resolved cases

Performance Statistics

34.0%
Allow Rate
-21.0% vs TC avg
282
Total Applications
+13.8%
Interview Lift
1883
Avg Prosecution Days
Based on 262 resolved cases, 2023–2026

Rejection Statute Breakdown

14.4%
§101 Eligibility
15.5%
§102 Novelty
55.7%
§103 Obviousness
9.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17806352 LEVERAGING MULTIPLE DISPARATE MACHINE LEARNING MODEL DATA OUTPUTS TO GENERATE RECOMMENDATIONS FOR THE NEXT BEST ACTION Final Rejection Truist Bank
17538221 AUTOMATICALLY GENERATING FACTSHEETS FOR ARTIFICIAL INTELLIGENCE-BASED QUESTION ANSWERING SYSTEMS Non-Final OA International Business Machines Corporation
17879178 TRAINING A MACHINE LEARNING MODEL USING AN EXPERT SYSTEM Final Rejection Siemens Aktiengesellschaft
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
17972672 DATA PROCESSING METHOD FOR DIALOGUE SYSTEM, APPARATUS, DEVICE, AND MEDIUM Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
17564588 ACTIVE DATA LEARNING SELECTION METHOD FOR ROBOT GRASP Non-Final OA DALIAN UNIVERSITY OF TECHNOLOGY
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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