Prosecution Insights
Last updated: August 18, 2026

Examiner: BRAHMACHARI, MANDRITA

Tech Center 3700 • Art Units: 2124 2144 2172 2176 2853 3791

This examiner grants 77% of resolved cases

Performance Statistics

76.6%
Allow Rate
+6.6% vs TC avg
443
Total Applications
+29.3%
Interview Lift
1074
Avg Prosecution Days
Based on 415 resolved cases, 2023–2026

Rejection Statute Breakdown

12.0%
§101 Eligibility
6.2%
§102 Novelty
57.0%
§103 Obviousness
17.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18427400 PROMPT GENERATION FOR LARGE LANGUAGE MODEL USING TEXTUAL CONTENT Non-Final OA Samsung Electronics Co., Ltd.
18532110 LEARNING DEVICE, LEARNING METHOD, AND STORAGE MEDIUM Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
17555419 Data Augmentation and Adaptive Curriculum Learning for Sentence-level Relation Extraction Final Rejection Robert Bosch GmbH
17974216 Mitigation of Qubit Crosstalk-Induced Errors in Quantum Computing and Information Processing Systems Non-Final OA Google LLC
18312276 INGESTION OF DATA FOR MACHINE LEARNING DISTRIBUTED TRAINING Non-Final OA Intel Corporation
18413223 SEARCH SPACE LIMITATION APPARATUS, SEARCH SPACE LIMITATION METHOD, AND COMPUTER-READABLE RECORDING MEDIUM Non-Final OA NEC Corporation
18916357 MULTIPLE INFUSION CHANNEL DATA GRAPHICAL USER INTERFACE Non-Final OA CareFusion 303, Inc.
18693651 System, Method, and Computer Program Product for Tuning Prediction Results of Machine Learning Models Non-Final OA Visa International Service Association
18533825 COMPONENT CACHE USING SEMANTIC LOOK UP IN GENERATIVE ARTIFICIAL INTELLIGENCE SYSTEMS Non-Final OA Microsoft Technology Licensing, LLC
18694083 Method and System for a Receiver in a Communication Network Non-Final OA Nokia Solutions and Networks Oy
18198985 DECENTRALIZED DATA MAP FROM THE POINT OF VIEW OF A DATA ACCESSOR Final Rejection Bank of America Corporation
17965304 PROCESSORS AND METHODS FOR GENERATING A PREDICTION VALUE OF A NEURAL NETWORK Non-Final OA HUAWEI CLOUD COMPUTING TECHNOLOGIES CO., LTD.
18647397 EXPLAINER MODEL EVALUATION AND TRAINING Non-Final OA International Business Machines Corporation
18192650 TRAINING POLICY USING DISTRIBUTIONAL REINFORCEMENT LEARNING AND CONDITIONAL VALUE AT RISK Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18441140 EFFICIENT FEATURE MERGING AND AGGREGATION FOR PREDICTIVE TRAITS Non-Final OA Twilio Inc.

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