Prosecution Insights
Last updated: August 18, 2026

Examiner: ZAMAN, SADARUZ

Tech Center 3700 • Art Units: 3715

This examiner grants 45% of resolved cases

Performance Statistics

45.4%
Allow Rate
-24.6% vs TC avg
541
Total Applications
+33.7%
Interview Lift
1337
Avg Prosecution Days
Based on 496 resolved cases, 2023–2026

Rejection Statute Breakdown

27.4%
§101 Eligibility
14.0%
§102 Novelty
44.5%
§103 Obviousness
11.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19056152 CONTROLLED INFORMATION FLOW FROM TEACHER MODEL TO STUDENT MODEL FOR KNOWLEDGE DISTILLATION AND TRANSFER Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
19050562 Dynamically Adjusting Augmented-Reality Experience for Multi-Part Image Augmentation Non-Final OA Google LLC
18356559 Information Processing Method, Questionnaire Aggregation Apparatus, and Information Recording Medium Non-Final OA Konica Minolta, Inc.
17980306 METHOD, APPARATUS, AND COMPUTER-READABLE STORAGE MEDIUM FOR SIMULATING AN AERODYNAMIC EVENT ON AN AIRCRAFT DURING FLIGHT Non-Final OA The Boeing Company
18388549 SYSTEMS AND METHODS FOR GENERATING CUSTOMIZED LEARNING PROGRAMS Final Rejection Palantir Technologies Inc.
18372745 AUTOMATIC GENERATION OF INTERACTION TOOLS Non-Final OA Zoom Communications, Inc.
19077360 DRIVING ASSISTANCE APPARATUS AND VEHICLE Non-Final OA SUBARU CORPORATION
18388452 USING DOMAIN EXPERTISE SCORES FOR SELECTION OF ARTIFICIAL INTELLIGENCE (AI) CHATBOTS AND A RELATIVELY BEST ANSWER Non-Final OA International Business Machines Corporation
18342531 HAPTIC STYLUS TO GUIDE A USER TO HANDWRITE LETTERS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18336160 APPLYING COGNITIVE DIAGNOSTIC MODELING AND DEEP LEARNING ALGORITHMS TO IMPROVE KNOWLEDGE TRANSFER PROGRESS Non-Final OA International Business Machines Corporation

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