Prosecution Insights
Last updated: October 02, 2026

Examiner: BALAKRISHNAN, VIJAY MURALI

Tech Center 2100 • Art Units: 2143 2148

This examiner grants 41% of resolved cases

Performance Statistics

40.7%
Allow Rate
-14.3% vs TC avg
44
Total Applications
+73.3%
Interview Lift
1445
Avg Prosecution Days
Based on 27 resolved cases, 2023–2026

Rejection Statute Breakdown

27.5%
§101 Eligibility
12.6%
§102 Novelty
36.6%
§103 Obviousness
23.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
17582873 ELECTRONIC DEVICE FOR PERFORMING FEDERATED LEARNING USING HARDWARE SECURE ARCHITECTURE AND FEDERATED LEARNING METHOD USING THE SAME Non-Final OA Samsung Electronics Co., Ltd.
17469853 DIFFERENTIABLE ARCHITECTURE SEARCHING Final Rejection Samsung Electronics Co., Ltd.
18037149 INFORMATION PROCESSING DEVICE, INFORMATION PROCESSING METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18750688 METHOD AND APPARATUS FOR TRAINING INTELLIGENT MODEL Non-Final OA Huawei Technologies Co., Ltd.
17996533 ERROR-SECURED INFERENCE CALCULATION FOR NEURAL NETWORKS Final Rejection ROBERT BOSCH GMBH
17615945 Inference Processing Apparatus and Inference Processing Method Final Rejection NTT, Inc.
17530068 BOTCASTS - AI BASED PERSONALIZED PODCASTS Non-Final OA MICROSOFT TECHNOLOGY LICENSING, LLC
18603381 MULTI-DIMENSIONAL PARTNERSHIP OPTIMIZATION AND STRATEGIC RELATIONSHIP ALIGNMENT Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17545358 IDENTIFYING DIFFERENCES IN COMPARATIVE EXAMPLES USING SIAMESE NEURAL NETWORKS Non-Final OA International Business Machines Corporation
18170632 METHOD AND A SYSTEM FOR GENERATING SECONDARY TASKS FOR NEURAL NETWORKS Final Rejection HITACHI, LTD.
18069771 MACHINE LEARNING TECHNIQUES FOR CROSS-DOMAIN TEXT CLASSIFICATION Final Rejection Optum, Inc.
18678446 ADAPTATION OF COMPUTER-IMPLEMENTED MODELS USING ADAPTATION FUSION MATRICES Non-Final OA Dell Products L.P.
18626959 SYSTEMS AND METHODS FOR GESTURE GENERATION FROM TEXT AND NON-SPEECH Non-Final OA Datum Point Labs Inc.

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