Prosecution Insights
Last updated: August 18, 2026

Examiner: SUBRAMANI, NANDINI

Tech Center 2600 • Art Units: 2656

This examiner grants 65% of resolved cases

Performance Statistics

65.3%
Allow Rate
+3.3% vs TC avg
113
Total Applications
+46.4%
Interview Lift
1101
Avg Prosecution Days
Based on 98 resolved cases, 2023–2026

Rejection Statute Breakdown

13.3%
§101 Eligibility
11.8%
§102 Novelty
63.7%
§103 Obviousness
8.9%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18634399 SYSTEMS AND TECHNIQUES FOR MANAGING DIGITAL ASSISTANT REQUEST STATES Final Rejection Apple Inc.
18017858 METHOD AND ELECTRONIC DEVICE FOR DETERMINING A DEEPFAKE PROBABILITY Final Rejection Sony Group Corporation
18936314 EXAMPLE-BASED VOICE BOT DEVELOPMENT TECHNIQUES Non-Final OA GOOGLE LLC
18676743 Unsupervised Learning of Disentangled Speech Content and Style Representation Final Rejection Google LLC
18033758 AUDIO SIGNAL CONVERSION MODEL LEARNING APPARATUS, AUDIO SIGNAL CONVERSION APPARATUS, AUDIO SIGNAL CONVERSION MODEL LEARNING METHOD AND PROGRAM Non-Final OA NTT, Inc.
19004079 ARTIFICIAL INTELLIGENCE DEVICE AND OPERATING METHOD THEREOF Non-Final OA Korea Advanced Institute of Science and Technology
17666158 USING ONE OR MORE NEURAL NETWORKS TO PERFORM TEXT TRANSLATION Non-Final OA NVIDIA Corporation
18163170 VOICE AUDIO COMPRESSION USING NEURAL NETWORKS Non-Final OA Adobe Inc.
19014909 TRAINING DIALOGUE SYSTEMS TO AVOID HARMFUL CONTENT BY USING LANGUAGE MODELS Non-Final OA International Business Machines Corporation

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