Prosecution Insights
Prosecution Insights
Tech Center 2600 • Art Units: 2656 2658
This examiner grants 84% of resolved cases
Darioush Agahi examines applications in Art Unit 2656 within Tech Center 2600. He has 184 resolved cases with an allowance rate of 83.7%. The median days to allowance for these cases is 952. This history of 184 cases provides a clear picture of prosecution outcomes.
The interview lift of 30.1% is a significant metric for this examiner. This lift indicates that an interview can notably increase the probability of an allowance compared to the 83.7% baseline rate. In Art Unit 2656, practitioners should use interviews to resolve rejections and navigate the 952-day median timeline.
With a 30.1% interview lift, direct communication is a highly effective tool for this examiner. The 83.7% allowance rate and 952-day median pendency are the core metrics for planning. These data points from 184 cases help practitioners develop a targeted approach in Tech Center 2600.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19048010 | ELECTRONIC DEVICE, SERVER, AND SYSTEM INCLUDING SAME | Non-Final OA | LG ELECTRONICS INC. |
| 18503741 | DEVICE, METHOD, AND PROGRAM FOR ENHANCING OUTPUT CONTENT THROUGH ITERATIVE GENERATION | Final Rejection | Samsung Electronics Co., Ltd. |
| 18962862 | DIGITAL ASSISTANT INTERACTION IN A VIDEO COMMUNICATION SESSION ENVIRONMENT | Non-Final OA | Apple Inc. |
| 18337620 | SYSTEM AND METHOD FOR NATURAL LANGUAGE BASED COMMAND RECOGNITION | Final Rejection | VERIZON PATENT AND LICENSING INC. |
| 19049425 | Using Synthetic Data to Improve Word Error Rate of Differentially Private ASR Models | Non-Final OA | Google LLC |
| 19025587 | DETERMINING WHETHER TO AUTOMATICALLY RESUME FIRST AUTOMATED ASSISTANT SESSION UPON CESSATION OF INTERRUPTING SECOND SESSION | Non-Final OA | GOOGLE LLC |
| 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 |
| 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 |
| 18892272 | SPEECH DIALOG SYSTEM AND RECIPROCITY ENFORCED NEURAL RELATIVE TRANSFER FUNCTION ESTIMATOR | Non-Final OA | 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. |
| 18935495 | OptiSenseGPT: Context-Aware Anomaly Detection with Natural Language Alerts and ActionableRecommendations for Distributed Fiber Optic Sensing Applications | Non-Final OA | NEC Laboratories America, Inc. |
| 19025548 | MULTI-DECODER SPEECH RECOGNITION MODELS WITH MULTI-FORMAT OUTPUTS | Non-Final OA | NVIDIA Corporation |
| 19025600 | CONTEXT PRUNING FOR RETRIEVAL AUGMENTED GENERATION | Non-Final OA | Naver 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. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
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