Prosecution Insights
Last updated: May 29, 2026

Examiner: OPSASNICK, MICHAEL N

Tech Center 2600 • Art Units: 2626 2658

This examiner grants 82% of resolved cases

Performance Statistics

82.0%
Allow Rate
+20.0% vs TC avg
951
Total Applications
+10.6%
Interview Lift
1160
Avg Prosecution Days
Based on 907 resolved cases, 2023–2026

Rejection Statute Breakdown

10.2%
§101 Eligibility
33.2%
§102 Novelty
49.2%
§103 Obviousness
1.0%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18040700 Neural Topic Modeling with Continuous Learning Non-Final OA Siemens Aktiengesellschaft
18532871 System and Method for Secure Speech Feature Extraction Non-Final OA Microsoft Technology Licensing, LLC
18296322 DISCOVERING AND APPLYING DESCRIPTIVE LABELS TO UNSTRUCTURED DATA Non-Final OA Microsoft Technology Licensing, LLC
18665298 DEVICE AND METHOD FOR GENERATING A HIGH-BAND SIGNAL FROM NON-LINEARLY PROCESSED SUB-RANGES Non-Final OA QUALCOMM Incorporated
17744138 VOCAL RECORDING AND RE-CREATION Non-Final OA Sony Interactive Entertainment Inc.
18502747 USING LARGE LANGUAGE MODELS FOR SIMILARITY DETERMINATIONS IN CONTENT GENERATION SYSTEMS AND APPLICATIONS Non-Final OA Nvidia Corporation
18365966 USING LANGUAGE MODELS IN AUTONOMOUS AND SEMI-AUTONOMOUS SYSTEMS AND APPLICATIONS Final Rejection Nvidia Corporation
18218953 Accelerometer-Based Voice Activity Detection With Optimized Detection Axis Non-Final OA InvenSense, Inc.
18766462 SYSTEM AND METHOD FOR MACHINE LEARNING ARCHITECTURE FOR PARTIALLY-OBSERVED MULTIMODAL DATA Non-Final OA ROYAL BANK OF CANADA
18806400 BUILDING LINGUISTIC OPERATIONAL EXPERT SYSTEMS FOR DNS, DHCP, AND IPAM (DDI) Non-Final OA Infoblox Inc.
18481275 Interactive Chemical Material Interface Final Rejection Ticona LLC
18355685 FINE-GRAINED IN-VEHICLE DYNAMIC NOISE PATTERN LEARNING FOR VOICE APPLICATIONS Non-Final OA GM GLOBAL TECHNOLOGY OPERATIONS LLC
18498988 CONTRASTIVE IN-CONTEXT LEARNING FOR LARGE LANGUAGE MODELS Non-Final OA INTUIT INC.
18439904 DATA GENERATION AND SEPARATION OF RADIO COLLISIONS WITH MACHINE LEARNING Non-Final OA General Dynamics Mission Systems, Inc.
18731053 COMMUNICATION WITH PLANT-ASSOCIATED PERSONAS VIA ARTIFICIAL INTELLIGENCE Non-Final OA ePlant, Inc.
18662625 MACHINE-LEARNING PIPELINE FOR ONTOLOGY GENERATION VIA LARGE LANGUAGE MODELS Non-Final OA SupportLogic, Inc.
18652126 MATCHING DESCRIPTIVE TEXTS BASED ON EXPERIENCE AND SERVICE REQUESTS Non-Final OA Connoisseur Technology Holdings, LLC
18616100 ARTIFICIAL INTELLIGENCE ASSISTED INTERVIEW SYSTEM FOR GENERATING AND QUERYING INTERACTIVE VIDEOS Non-Final OA StoryFile, Inc.
18559924 SYSTEM AND METHOD FOR AN INTEREST ENGINE USING REAL-TIME NATURAL LANGUAGE PROCESSING TO GENERATE SUGGESTIONS FOR EVENT ATTENDEES Non-Final OA Cvent, Inc.
18553221 METHOD FOR END-TO-END SPEECH ENHANCEMENT BASED ON NEURAL NETWORK, COMPUTER-READABLE STORAGE MEDIUM, AND ELECTRONIC DEVICE Non-Final OA JINGDONG TECHNOLOGY HOLDING CO., LTD.
18218847 METHOD AND APPARATUS FOR GENERATING CONTENT USING USER SENTENCES Non-Final OA FAMPPY INC.
17697781 Techniques For Performing Subject Word Classification Of Document Data Final Rejection TmaxTibero Co., Ltd.
17697823 Techniques For Retrieving Document Data Final Rejection TmaxTibero Co., Ltd.

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