Prosecution Insights
Last updated: April 19, 2026

Examiner: MISIR, DAYWAYSHWAR D

Tech Center 2100 • Art Units: 2122 2127 2129

This examiner grants 84% of resolved cases

Performance Statistics

83.8%
Allow Rate
+28.8% vs TC avg
549
Total Applications
+47.8%
Interview Lift
1027
Avg Prosecution Days
Based on 538 resolved cases, 2023–2026

Rejection Statute Breakdown

22.1%
§101 Eligibility
11.8%
§102 Novelty
32.5%
§103 Obviousness
22.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18343496 TWO TOWER NETWORK EXTENSION FOR JOINTLY OPTIMIZING MULTIPLE DIFFERENT TYPES OF RECOMMENDATIONS Non-Final OA Microsoft Technology Licensing, LLC
18155734 SCALABLE WAVELET TRANSFORMER-BASED FEATURE EXTRACTION Non-Final OA Microsoft Technology Licensing, LLC
18004868 DISTRIBUTED MACHINE LEARNING MODEL Non-Final OA Microsoft Technology Licensing, LLC
18153425 ADAPTIVELY-REPEATED ACTION SELECTION BASED ON A UTILITY GAP Non-Final OA International Business Machines Corporation
18081616 SYSTEMS AND METHODS FOR MACHINE LEARNING MODEL TRAINING AND DEPLOYMENT Final Rejection Tektronix, Inc.
18169830 ADDITIONAL TRAINING APPARATUS, ADDITIONAL TRAINING METHOD, AND STORAGE MEDIUM Non-Final OA KABUSHIKI KAISHA TOSHIBA
18738025 Automated Processing of Multiple Prediction Generation Including Model Tuning Final Rejection Databricks, Inc.
18262098 LEARNING APPARATUS, ANOMALY DETECTION APPARATUS, LEARNING METHOD, ANOMALY DETECTION METHOD, AND PROGRAM Non-Final OA NIPPON TELEGRAPH AND TELEPHONE CORPORATION
18336671 THERMALIZED STATE PREPARATION METHOD UNDER QUANTUM SYSTEM, DEVICE AND STORAGE MEDIUM Non-Final OA Tsinghua University
17994416 NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, INFORMATION PROCESSING METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA OSAKA UNIVERSITY
18633118 SYSTEM AND METHOD FOR HETEROGENEOUS MODEL COMPOSITION Final Rejection Grid.ai, Inc.

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