Prosecution Insights
Last updated: May 29, 2026

Examiner: SAMARA, HUSAM TURKI

Tech Center 2100 • Art Units: 2161 2163

This examiner grants 56% of resolved cases

Performance Statistics

55.6%
Allow Rate
+0.6% vs TC avg
191
Total Applications
+16.5%
Interview Lift
1367
Avg Prosecution Days
Based on 169 resolved cases, 2023–2026

Rejection Statute Breakdown

0.9%
§101 Eligibility
8.2%
§102 Novelty
90.8%
§103 Obviousness
0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17591949 METHOD AND APPARATUS WITH DATA EXPLORATION Final Rejection Samsung Electronics Co., Ltd.
18577448 DIGITAL COMPONENT PROVISION BASED ON CONTEXTUAL FEATURE DRIVEN AUDIENCE INTEREST PROFILES Non-Final OA Google LLC
17650636 PROVIDING A STATE-OF-THE-ART SUMMARIZER Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18691416 INTELLIGENT GRAPH FOR REPRESENTING DATA OBJECTS Non-Final OA OneTrust, LLC
19197571 SYSTEMS AND METHODS FOR DATA STRUCTURE ANALYSIS Non-Final OA Gestalt Tech Corp.
19197783 SHORT MESSAGE E-DISCOVERY SYSTEM Non-Final OA Arc Holdings LLC
18315741 Automatic Feature Engineering for Machine Learning Pipelines Non-Final OA PayPal, Inc.
19067354 METHODS AND SYSTEMS FOR OPERATING LARGE LANGUAGE MODELS USING SINGLE-INSTRUCTION-MULTIPLE-DATA REGISTERS Final Rejection William Marsh Rice University
19059457 ELECTRONIC SHOP FINDINGS REPORT COMMON MESSAGE STRUCTURE Non-Final OA AEROXCHANGE LTD.
19105061 QUERYABLE ASSET MODEL ASSOCIATED WITH OPC UA AND GRAPH Non-Final OA Siemens Corporation
18365927 ARTIFICIAL INELLIGENCE SYSTEM WITH INTUITIVE INTERACTIVE INTERFACES FOR GUIDED LABELING OF TRAINING DATA FOR MACHINE LEARNING MODELS Non-Final OA Amazon Technologies, Inc.
18787894 DATA ANALYTICS METHODS FOR SPATIAL DATA, AND RELATED SYSTEMS AND DEVICES Non-Final OA DataRobot, Inc.
18592606 Method and apparatus for selecting and/or optimizing models for data sets Non-Final OA EFFEX BV
17580642 INTERACTIVE RESEARCH ASSISTANT Final Rejection Elemental Cognition Inc.

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