Prosecution Insights
Last updated: October 01, 2026

Examiner: KABIR, SAMIYAH

Tech Center 4100 • Art Units: 2126 4100

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-60.0% vs TC avg
5
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

35.0%
§101 Eligibility
2.5%
§102 Novelty
42.5%
§103 Obviousness
17.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18609704 FILTERING FOR MIXING SERVER-BASED AND FEDERATED LEARNING Non-Final OA Google LLC
18664490 METHOD AND SYSTEM TO PREDICT HAZARDS FOR PROJECT ACTIVITIES Non-Final OA SAUDI ARABIAN OIL COMPANY
18489474 UNSUPERVISED TIME SERIES OUTLIER DETECTION Non-Final OA PayPal, Inc.
18491172 APPARATUS AND METHOD FOR SECURE DEEP-LEARNING MODEL SERVICE Non-Final OA ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18488239 META CAUSAL LEARNING OVER MULTIPLE DIRECTED ACYCLIC GRAPHS Non-Final OA International Business Machines Corporation
18294532 SIMILARITY RETRIEVAL Non-Final OA Bayer Aktiengesellschaft
18657283 METHOD OF GENERATING A CLASSIFICATION MODEL AND CLASSIFICATION METHOD USING SUCH A MODEL Non-Final OA STMicroelectronics International N.V.
18495986 AUTOMATED BEST-EFFORT MACHINE LEARNING COMPRESSION AS-A-SERVICE FRAMEWORK Non-Final OA Dell Products L.P.

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