Prosecution Insights
Last updated: April 19, 2026

Examiner: DASGUPTA, SHOURJO

Tech Center 2100 • Art Units: 2144 2174 2176

This examiner grants 65% of resolved cases

Performance Statistics

65.3%
Allow Rate
+10.3% vs TC avg
481
Total Applications
+38.1%
Interview Lift
1153
Avg Prosecution Days
Based on 449 resolved cases, 2023–2026

Rejection Statute Breakdown

11.8%
§101 Eligibility
12.2%
§102 Novelty
56.8%
§103 Obviousness
15.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17651682 METHOD AND SYSTEM FOR PREDICTING HYDROCARBON RESERVOIR INFORMATION FROM RAW SEISMIC DATA Non-Final OA SAUDI ARABIAN OIL COMPANY
17127762 SELF ORGANIZATION OF NEUROMORPHIC MACHINE LEARNING ARCHITECTURES Non-Final OA California Institute of Technology
18066337 SYSTEMS AND METHODS FOR LABEL SELECTION FOR MACHINE LEARNING MODEL TRAINING BASED ON DATASET SIMILIARITY METRICS Non-Final OA Capital One Services, LLC
18150941 Updating Classifiers Non-Final OA Nokia Technologies Oy
17333222 INFORMATION PROCESSING APPARATUS, ARITHMETIC METHOD, AND NON-TEMPORARY COMPUTER-READABLE MEDIUM Non-Final OA SEIKO EPSON CORPORATION
17740291 MACHINE-LEARNING BASED GESTURE RECOGNITION WITH FRAMEWORK FOR ADDING USER-CUSTOMIZED GESTURES Final Rejection Apple Inc.
17813396 NEURAL NETWORK MEMORY CONFIGURATION Final Rejection Arm Limited
17663430 Machine Learning Hyperparameter Tuning Non-Final OA Google LLC
18105077 ACOUSTIC MACHINE LEARNING WITH TRANSPARENT AND INTERPRETABLE ADAPTATION OF ACOUSTIC DATA BETWEEN ENVIRONMENTS Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17805310 GRAPH-BASED SEMI-SUPERVISED GENERATION OF FILES Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17577891 Systems and Methods for Predicting Power Converter Health Non-Final OA ABB Schweiz AG
17673894 METHOD AND APPARATUS WITH ADVERSE DRUG REACTION DETECTION BASED ON MACHINE LEARNING Non-Final OA RESEARCH & BUSINESS FOUNDATION SUNGKYUNKWAN UNIVERSITY
17622893 THREE-DIMENSIONAL NEUROMORPHIC DEVICE HAVING MULTIPLE SYNAPSES PER NEURON Final Rejection Industry-University Cooperation Foundation Hanyang University
18071341 MACHINE-LEARNING MODEL THAT RECOMMENDS VIRTUAL EXPERIENCES BASED ON GRAPHS AND CLUSTERING Non-Final OA Roblox Corporation
17800245 METHOD AND SYSTEM FOR PREDICTING ANALYTE LEVELS Final Rejection Mor Research Applications Ltd.
18145701 VERTICAL DISPLACEMENT MEASUREMENT FOR CRYOGENIC INTERFEROMETRIC STABILIZATION Non-Final OA IonQ, Inc.
17985020 Photonic Ising Compute Engine with An Optical Phased Array Non-Final OA Raytheon BBN Technologies, Corp.
17462156 AI-BASED DETECTION OF PROCESS ANOMALIES IN USAGE DATA FROM PATIENT EXAMINATION DEVICES IN HEALTHCARE Non-Final OA Siemens Healthcare GmbH
17955616 ARTIFICIAL INTELLIGENCE METHOD FOR DETERMINING THERAPY RECOMENDATION FOR INDIVIDUALS WITH NEURODEVELOPMENTAL DISORDERS Final Rejection Montera d/b/a Forta
18091840 Smart Generation and Display of Conversation Reasons in Dialog Processing Non-Final OA Discourse.ai, Inc.
17936621 QUANTUM SEARCH ON N CHOOSE K STATES AND CIRCUITS FOR USE THEREWITH Non-Final OA BEIT Inc.
17936527 METHOD FOR IMPLEMENTING A DIAGONAL OPERATOR ON A RESTRICTED TOPOLOGY VIA A QUANTUM LOGIC CIRCUIT Non-Final OA BEIT Inc.

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