Prosecution Insights
Last updated: April 19, 2026

Examiner: MRABI, HASSAN

Tech Center 2100 • Art Units: 2144 2147 2176 2177

This examiner grants 78% of resolved cases

Performance Statistics

78.5%
Allow Rate
+23.5% vs TC avg
382
Total Applications
+32.4%
Interview Lift
914
Avg Prosecution Days
Based on 363 resolved cases, 2023–2026

Rejection Statute Breakdown

16.7%
§101 Eligibility
9.9%
§102 Novelty
54.4%
§103 Obviousness
6.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18158060 SYSTEMS AND METHODS FOR LABEL QUALITY ASSURANCE USING CONSISTENCY SCORES Non-Final OA Capital One Services, LLC
18325533 Federated Learning Method and Apparatus, Device, System, and Computer-Readable Storage Medium Non-Final OA Huawei Technologies Co., Ltd.
18303968 TRAINABLE CROSS-REACTIVE FLUID SENSOR ARRAY Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17948222 METHODS AND APPARATUS TO GENERATE ANOMALY DETECTION DATASETS Final Rejection Intel Corporation
18255142 PROCESS FOR TRAINING A FIRST ARTIFICIAL NEURAL NETWORK STRUCTURE, COMPUTER SYSTEM, COMPUTER PROGRAM AND COMPUTER-READABLE MEDIUM Non-Final OA Robert Bosch GmbH
18303958 LOW-POWER STRETCHABLE NEUROMORPHIC NERVE DEVICE WITH PROPRIOCEPTIVE FEEDBACK Non-Final OA The Board of Trustees of the Leland Stanford Junior University
17877742 METHODS, SYSTEMS, AND MEDIA FOR BI-MODAL UNDERSTANDING OF NATURAL LANGUAGES AND NEURAL ARCHITECTURES Final Rejection HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD.
18045664 DETERMINATION OF EVENT TYPES FROM AUTOENCODER-BASED UNSUPERVISED EVENT DETECTION Non-Final OA Dell Products L.P.
18177422 UNIVERSAL RANDOMIZED BENCHMARKING Non-Final OA Alibaba (China) Co., Ltd.
18312663 METHODS FOR DEEP ARTIFICIAL NEURAL NETWORKS FOR SIGNAL ERROR CORRECTION Non-Final OA Life Technologies Corporation
17892145 SIMPLIFICATION DEVICE AND SIMPLIFICATION METHOD FOR NEURAL NETWORK MODEL Non-Final OA NEUCHIPS CORPORATION
18195197 TECHNIQUES FOR RECOMMENDING NEXT COMMANDS USING RECURRENT NEURAL NETWORKS AND HIDDEN STATE CLUSTERING Non-Final OA Bentley Systems, Incorporated
17950871 SYSTEMS AND METHODS FOR INTEGRATED ORCHESTRATION OF MACHINE LEARNING OPERATIONS Non-Final OA RPS Canada Inc.
17913643 METHOD AND SYSTEM FOR DETERMINING EVENT CLASS BY AI Non-Final OA DATA HORIZON CO., LTD.

Facing This Examiner?

IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.

Build Your Strategy

Sign in with your work email

Enter your email to receive a magic link. No password needed.

Personal email addresses (Gmail, Yahoo, etc.) are not accepted.

Free tier: 3 strategy analyses per month