Prosecution Insights
Last updated: April 19, 2026

Examiner: SHAH, PARAS D

Tech Center 2600 • Art Units: 2626 2653 2654 2659

This examiner grants 74% of resolved cases

Performance Statistics

73.5%
Allow Rate
+11.5% vs TC avg
669
Total Applications
+31.1%
Interview Lift
1382
Avg Prosecution Days
Based on 645 resolved cases, 2023–2026

Rejection Statute Breakdown

20.3%
§101 Eligibility
13.8%
§102 Novelty
44.9%
§103 Obviousness
10.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18692829 INFORMATION PROCESSING APPARATUS, INFORMATION PROCESSING METHOD, AND PROGRAM Final Rejection Sony Group Corporation
18572196 PROGRAM, INFORMATION PROCESSING METHOD, RECORDING MEDIUM, AND INFORMATION PROCESSING DEVICE Non-Final OA Sony Group Corporation
18730725 DISPLAY DEVICE Non-Final OA LG ELECTRONICS INC.
18506766 INSIGHTS SERVICE FOR LARGE LANGUAGE MODEL PROMPTING Non-Final OA Microsoft Technology Licensing, LLC
18462076 System and Method for Dynamically Adjusting a Number of Emissions in Speech Processing Systems Operating with Large Stride Values Non-Final OA Microsoft Technology Licensing, LLC
18795734 Neural-Network-Based Text-to-Speech Model for Novel Speaker Generation Non-Final OA Google LLC
18776117 PROMOTING VOICE ACTIONS TO HOTWORDS Final Rejection Google LLC
18283404 ENCODING DEVICE, DECODING DEVICE, ENCODING METHOD, AND DECODING METHOD Final Rejection Panasonic Intellectual Property Corporation of America
18594218 DERIVING HETEROGENOUS CONTEXT FOR EVALUATING GENERATED CODE Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17937638 Viewpoint Camp Visualization Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
17538271 COMMUNICATION FRAMEWORK FOR AUTOMATED CONTENT GENERATION AND ADAPTIVE DELIVERY Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18728335 AUDIO PROCESSING APPARATUS, AUDIO PROCESSING METHOD, AND AUDIO PROCESSING SYSTEM Non-Final OA KYOCERA Corporation
18374455 SYSTEMS AND METHODS FOR ADDRESSING POSSIBLE INTERRUPTION DURING INTERACTION WITH DIGITAL ASSISTANT Non-Final OA Adeia Guides Inc.
18338400 Document Processing Method And Information Processing Device Non-Final OA LegalOn Technologies, Inc.
18581668 DOCUMENT ENTITY EXTRACTION PLATFORM BASED ON LARGE LANGUAGE MODELS Final Rejection FIDELITY INFORMATION SERVICES, LLC
18514376 Architecture for a Hub Configured to Control a Second Device While a Connection to a Remote System is Unavailable Non-Final OA Amazon Technologies, Inc.
18484964 AUTOMATICALLY UPDATING PROMPTS IN RESPONSE TO DATA DRIFT Final Rejection Dell Products L.P.
18500426 GENERATING HIGHER RESOLUTION MAP DATA USING LANGUAGE MODELS Final Rejection Nvidia Corporation
18412679 INTERACTIVE TEXTUAL SYSTEM USING VISUAL GESTURE RECOGNITION Final Rejection NEC Corporation Of America
18758925 SYSTEM FOR DISTRIBUTION OF CONTENT AND ANALYSIS OF CONTENT ENGAGEMENT Non-Final OA Disctopia Inc.
18580554 DEVICE AND METHOD FOR PROCESSING VOICES OF SPEAKERS Final Rejection AMOSENSE CO., LTD.
18278093 INFORMATION PROCESSING APPARATUS FOR GENERATING A SENTENCE CORRESPONDING TO A PLURALITY OF INPUTS Final Rejection NEC solution Innovators, Ltd.
18698158 JOINT FAR-END AND NEAR-END SPEECH INTELLIGIBILITY ENHANCEMENT Non-Final OA RTX A/S
17565087 INTERACTIVE REPRESENTATION OF CONTENT FOR RELEVANCE DETECTION AND REVIEW Non-Final OA Cogi, Inc.

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