Prosecution Insights
Last updated: April 19, 2026

Examiner: KHAN, SHAHID K

Tech Center 2100 • Art Units: 2146 2175 2178

This examiner grants 74% of resolved cases

Performance Statistics

73.8%
Allow Rate
+18.8% vs TC avg
420
Total Applications
+15.7%
Interview Lift
1081
Avg Prosecution Days
Based on 389 resolved cases, 2023–2026

Rejection Statute Breakdown

10.0%
§101 Eligibility
16.5%
§102 Novelty
55.7%
§103 Obviousness
15.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17784720 METHOD AND DATA PROCESSING DEVICE FOR PROCESSING GENETIC DATA Non-Final OA Fraunhofer-Gesellschaft zur Foerderung der angewandten Forschung e. V.
18166455 SYSTEMS AND METHODS FOR LIGHTWEIGHT MACHINE LEARNING MODELS Non-Final OA Capital One Services, LLC
17327618 SYSTEM AND METHOD FOR REASSIGNMENT CLUSTERING FOR DEFECT VISIBILITY REGRESSION Non-Final OA Samsung Display Co., Ltd.
18664448 AUTOMATED DOCUMENT PROCESSING Non-Final OA American Express Travel Related Services Company, Inc.
18360095 INFORMATION PROCESSING APPARATUS AND METHOD FOR CONTROLLING THE SAME, STORAGE MEDIUM, AND INFORMATION PROCESSING SYSTEM Non-Final OA CANON KABUSHIKI KAISHA
18230913 USER INTERFACES FOR MANAGING VISUAL CONTENT IN A MEDIA REPRESENTATION Non-Final OA Apple Inc.
17795087 MACHINE LEARNING ALGORITHM SEARCH Final Rejection Google LLC
18302154 Energy-Efficient Recurrent Neural Network Accelerator Non-Final OA Taiwan Semiconductor Manufacturing Company, Ltd.
18380946 SYSTEMS AND METHODS FOR ACCESSING AND STORING SNAPSHOTS OF A REMOTE APPLICATION IN A DOCUMENT Non-Final OA Palantir Technologies Inc.
17273762 DATA ANALYZER Final Rejection SHIMADZU CORPORATION
18090482 ADDING THEME-BASED CONTENT TO MESSAGES USING ARTIFICIAL INTELLIGENCE Non-Final OA Twilio Inc.
18092948 IDENTIFICATION METHOD AND INFORMATION PROCESSING DEVICE Non-Final OA Fujitsu Limited
18306048 CONTENT VELOCITY AND HYPER-PERSONALIZATION USING GENERATIVE AI Final Rejection Adobe Inc.
17679985 TENSOR MODIFICATION BASED ON PROCESSING RESOURCES Final Rejection NVIDIA Corporation
17846062 CHESS SELF-LEARNING METHOD AND DEVICE BASED ON MACHINE LEARNING Non-Final OA NANJING UNIVERSITY OF POSTS AND TELECOMMUNICATIONS
18074970 SYSTEMS AND METHODS FOR A SESSION-BASED COLLABORATION PLATFORM Non-Final OA Acentium Inc

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