Prosecution Insights
Last updated: August 17, 2026

Examiner: CAUDLE, PENNY LOUISE

Tech Center 2600 • Art Units: 2657

This examiner grants 68% of resolved cases

Performance Statistics

67.9%
Allow Rate
+5.9% vs TC avg
95
Total Applications
+16.7%
Interview Lift
1080
Avg Prosecution Days
Based on 78 resolved cases, 2023–2026

Rejection Statute Breakdown

22.1%
§101 Eligibility
15.5%
§102 Novelty
45.6%
§103 Obviousness
16.5%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18793735 APPARATUS AND METHOD TO TRANSFORM AN AUDIO STREAM Non-Final OA Fraunhofer-Gesellschaft zur Förderung der angewandten Forschung e.V.
18939827 USING TEXT CORRECTIONS TO IMPROVE THE ACCURACY OF AN LLM Non-Final OA Google LLC
18757404 REGION OF INTEREST PROMPT PROCESSING FOR LARGE MULTIMODAL MODELS Final Rejection Microsoft Technology Licensing, LLC
18040142 HYBRID TEXT TO SPEECH Non-Final OA Microsoft Technology Licensing, LLC
18860801 Conversion Method and Apparatus for Natural Language Sentence Non-Final OA SIEMENS AKTIENGESELLSCHAFT
18431211 NEURAL NETWORKS TO GENERATE SPEECH Non-Final OA NVIDIA Corporation
18337984 TEXT NORMALIZATION AND INVERSE TEXT NORMALIZATION FOR MULTI-LINGUAL LANGUAGE MODELS Non-Final OA Nvidia Corporation
18960064 DETECTION AND CORRECTION OF PERFORMANCE ISSUES DURING ONLINE MEETINGS Non-Final OA Cisco Technology, Inc.
19013586 EDGE COMPUTING BASED PREDICTIVE PROMPT CACHING FOR LARGE LANGUAGE MODEL Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18818623 DATA CLASSIFICATION METHOD FOR FILTERING OUTLIER TEXT DATA Non-Final OA HTC Corporation
18622984 SYSTEMS AND METHODS FOR LARGE LANGUAGE MODEL OPTIMIZATION USING PROMPT STRUCTURING Final Rejection CyberArk Software Ltd.
18654019 SYSTEMS AND METHODS FOR GENERATING SYNTHETIC DATA, AND TRAINING AND TESTING CONVERSATIONAL ARTIFICIAL INTELLIGENCE PLATFORMS Final Rejection Sestek Ses ve Iletisim Bilgisayar Teknolojileri San. ve Tic. A.S.

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