Prosecution Insights
Last updated: April 19, 2026

Examiner: RAHMAN, IBRAHIM

Tech Center 2100 • Art Units: 2122

This examiner grants 0% of resolved cases

Performance Statistics

%
Allow Rate
-55.0% vs TC avg
39
Total Applications
+0.0%
Interview Lift
1197
Avg Prosecution Days
Based on 10 resolved cases, 2023–2026

Rejection Statute Breakdown

35.8%
§101 Eligibility
22.1%
§102 Novelty
28.7%
§103 Obviousness
13.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17552501 NEURAL NETWORK MODEL QUANTIZATION METHOD AND APPARATUS Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
17563411 KNOWLEDGE GRAPH EMBEDDING REPRESENTATION METHOD, AND RELATED DEVICE Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
17855774 METHODS AND APPARATUS TO CALIBRATE ERROR ALIGNED UNCERTAINTY FOR REGRESSION AND CONTINUOUS STRUCTURED PREDICTION TASKS Final Rejection Intel Corporation
17651961 NEURAL NETWORK LEARNING METHOD, COMPUTER PROGRAM PRODUCT, AND LEARNING APPARATUS Final Rejection KABUSHIKI KAISHA TOSHIBA
18188150 METHOD AND SYSTEM FOR INTERPRETING MACHINE LEARNING MODEL'S PREDICTION Non-Final OA Tata Consultancy Services Limited
18194676 MACHINE-LEARNING MODELS TO FACILITATE USER RETENTION FOR SOFTWARE APPLICATIONS Non-Final OA INTUIT INC.
17936099 FAST GRAPH MODEL SELECTION VIA META-LEARNING Final Rejection Adobe Inc.
17319776 INTENT-INFORMED RECOMMENDATIONS USING CLUSTERS OF FEATURES WITH MACHINE LEARNING Final Rejection Adobe Inc.
18325041 MULTI-TASK LEARNING METHOD AND RELATED DEVICE Non-Final OA Beijing University of Posts and Telecommunications
17336573 METHOD OF GENERATING SOLUTIONS FOR COMPLEX BUSINESS PROBLEMS INVOLVING GROUPS OF EQUIPMENT AND PERSONNEL USING AN ARTIFICIAL INTELLIGENCE MODEL Final Rejection AT&T Mobility II LLC
17960221 COMPUTER-CONTROLLED PROCESSING USING NEURAL NETWORK-BASED SELECTION OF OPTIMUM PROCESS ALGORITHM Final Rejection II-VI Delaware, Inc.
17962559 METHOD FOR CONVERTING NEURAL NETWORK, ELECTRONIC DEVICE AND STORAGE MEDIUM Non-Final OA AAC Technologies Pte. Ltd.
17960049 POSITIVITY VALIDATION AND EXPLAINABILITY FOR CAUSAL INFERENCE VIA ASYMMETRICALLY PRUNED DECISION TREES Non-Final OA VIANAI SYSTEMS, INC.

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