Prosecution Insights
Last updated: April 19, 2026

Examiner: AGRAWAL, SHISHIR

Tech Center 2100 • Art Units: 2123

This examiner grants 0% of resolved cases

Performance Statistics

%
Allow Rate
-55.0% vs TC avg
44
Total Applications
+0.0%
Interview Lift
1197
Avg Prosecution Days
Based on 13 resolved cases, 2023–2026

Rejection Statute Breakdown

26.9%
§101 Eligibility
5.6%
§102 Novelty
37.6%
§103 Obviousness
29.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17303990 ULTRASONIC SYSTEM AND METHOD FOR RECONFIGURING A MACHINE LEARNING MODEL USED WITHIN A VEHICLE Final Rejection Robert Bosch GmbH
17455201 Hardware-Aware Neural Architecture Search Using Blockwise Knowledge Distillation Non-Final OA QUALCOMM Incorporated
17720431 TECHNICAL SPECIFICATION MATCHING Final Rejection NEC Laboratories America, Inc.
18067096 INPUT GENERATION FOR MULTIMODAL LEARNING BASED MACHINE LEARNING MODELS Final Rejection SAP SE
17759168 COMMUNICATION SYSTEM BASED ON NEURAL NETWORK MODEL, AND CONFIGURATION METHOD THEREFOR Final Rejection NTT DOCOMO, INC.
17756373 INFERENCE DEVICE, INFERENCE METHOD AND INFERENCE PROGRAM FOR ANALYZING MANUFACTURING TIME-SERIES DATA USING A PLURALITY OF NETWORK SECTIONS Final Rejection Tokyo Electron Limited
17647628 UNKNOWN OBJECT CLASSIFICATION FOR UNSUPERVISED SCALABLE AUTO LABELLING Non-Final OA Dell Products L.P.
17659716 GROUPING INPUT VARIABLES IN PREDICTION MODELS Final Rejection TOSHIBA ENERGY SYSTEMS & SOLUTIONS CORPORATION
17825303 INTENT RECOGNITION MODEL TRAINING AND INTENT RECOGNITION METHOD AND APPARATUS Non-Final OA BEIJING BAIDU NETCOM SCIENCE TECHNOLOGY CO., LTD.
17655487 Method and system for training a neural network for improving adversarial robustness Non-Final OA Mitsubishi Electric Research Laboratories, Inc.
18066484 SYSTEMS AND METHODS FOR TENSORIZING CONVOLUTIONAL NEURAL NETWORKS Final Rejection Multiverse Computing SL

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