Prosecution Insights
Last updated: August 17, 2026

Examiner: ALSHAHARI, SADIK AHMED

Tech Center 4100 • Art Units: 2121 2124 2164 2858 4100

This examiner grants 38% of resolved cases

Performance Statistics

37.8%
Allow Rate
-22.2% vs TC avg
64
Total Applications
+41.3%
Interview Lift
1629
Avg Prosecution Days
Based on 45 resolved cases, 2023–2026

Rejection Statute Breakdown

29.5%
§101 Eligibility
5.7%
§102 Novelty
45.0%
§103 Obviousness
16.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17405939 TWO-HEADED ATTENTION FUSED AUTOENCODER FOR CONTEXT-AWARE RECOMMENDATION Final Rejection THE TORONTO-DOMINION BANK
18527856 APPARATUS AND METHOD FOR NEURAL NETWORK TILING Non-Final OA SAMSUNG ELECTRONICS CO., LTD.
18379136 RELEVANCE IN A KNOWLEDGE GRAPH Non-Final OA Apple Inc.
18377526 ACTIVE LEARNING MACHINE LEARNING INTERATOMIC POTENTIAL (MLIP) TRAINING METHODS Non-Final OA Robert Bosch GmbH
18504117 TRAINING-FREE ARCHITECTURE SEARCH FOR EFFICIENT VISION TRANSFORMERS VIA APPROXIMATED ATTENTION STATISTICS Non-Final OA QUALCOMM Incorporated
17491094 PRIVATE SPLIT CLIENT-SERVER INFERENCING Non-Final OA QUALCOMM Incorporated
18521190 SYSTEMS AND METHODS FOR RULE AGNOSTIC REJECT INFERENCING Non-Final OA PayPal, Inc.
18332974 CLIENT MODEL TRAINING METHOD IN DECENTRALIZED LEARNING ENVIRONMENT AND CLIENT DEVICE PERFORMING THE SAME Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
17382691 MACHINE LEARNING TECHNIQUES FOR GENERATING RECALCULATION DETERMINATIONS FOR PREDICTED RISK SCORES Final Rejection Optum, Inc.
17093804 DIVIDE-AND-CONQUER FRAMEWORK FOR QUANTILE REGRESSION Final Rejection INTERNATIONAL BUSINESS MACHINES CORPORATION
17035111 QUALITY ASSESSMENT OF MACHINE-LEARNING MODEL DATASET Non-Final OA International Business Machines Corporation

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