Prosecution Insights
Last updated: August 17, 2026

Examiner: AGAHI, DARIOUSH

Tech Center 2600 • Art Units: 2656 2658

This examiner grants 84% of resolved cases

Performance Statistics

84.4%
Allow Rate
+22.4% vs TC avg
206
Total Applications
+29.9%
Interview Lift
952
Avg Prosecution Days
Based on 179 resolved cases, 2023–2026

Rejection Statute Breakdown

24.6%
§101 Eligibility
11.3%
§102 Novelty
54.0%
§103 Obviousness
6.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18775434 DRIVING ASSISTANCE DEVICE, DRIVING ASSISTANCE METHOD, AND NON-TRANSITORY RECORDING MEDIUM Final Rejection TOYOTA JIDOSHA KABUSHIKI KAISHA
18962862 DIGITAL ASSISTANT INTERACTION IN A VIDEO COMMUNICATION SESSION ENVIRONMENT Non-Final OA Apple Inc.
18739167 DIGITAL ASSISTANT INTERACTION IN A VIDEO COMMUNICATION SESSION ENVIRONMENT Non-Final OA Apple Inc.
18582064 STORAGE MEDIUM STORING PROGRAM FOR DISPLAYING VOICE MESSAGE, CONTROL METHOD, AND INFORMATION PROCESSING APPARATUS Non-Final OA CANON KABUSHIKI KAISHA
18955380 SPEECH ANALYSIS DEVICES AND METHODS FOR IDENTIFYING MIGRAINE ATTACKS Non-Final OA Mayo Foundation for Medical Education and Research
18344739 AUTOMATED EVALUATION OF EVIDENCE MAPPING MODELS Non-Final OA Amazon Technologies, Inc.
18070830 WAKEWORD DETECTION USING A NEURAL NETWORK Final Rejection Amazon Technologies, Inc.
19016140 Language Model Evaluation Using Key-Phrase Extraction And Text Summarization Non-Final OA Oracle International Corporation
18827124 PROVIDING GENERATIVE CONTENT WITHIN A VOICE CAPTURE SESSION USING LARGE GENERATIVE MODELS Final Rejection Microsoft Technology Licensing, LLC
18749305 ANSWER FEEDBACK METHOD AND APPARATUS APPLIED TO LARGE LANGUAGE MODEL Non-Final OA Beijing Baidu Netcom Science Technology Co., Ltd.
18337620 SYSTEM AND METHOD FOR NATURAL LANGUAGE BASED COMMAND RECOGNITION Final Rejection VERIZON PATENT AND LICENSING INC.
19025548 MULTI-DECODER SPEECH RECOGNITION MODELS WITH MULTI-FORMAT OUTPUTS Non-Final OA NVIDIA Corporation
18981176 MULTI-MODEL GESTURE TO AUDIO TRANSLATION Non-Final OA Optum, Inc.
19015222 EVALUATING CONVERSATIONAL AGENT RESPONSE QUALITY USING QUERY SENTIMENT Non-Final OA Dell Products L.P.
18919996 DIGITAL FILE SIMILARITY DETECTION USING ARTIFICIAL INTELLIGENCE TECHNIQUES Non-Final OA Dell Products L.P.
18940935 DYNAMIC EXPANSION OF TEXT TO DATA SOURCE QUERY USING LEARNED CONTEXT Non-Final OA International Business Machines Corporation

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