Prosecution Insights
Last updated: April 19, 2026

Examiner: PASHA, ATHAR N

Tech Center 2600 • Art Units: 2657

This examiner grants 90% of resolved cases

Performance Statistics

89.6%
Allow Rate
+27.6% vs TC avg
172
Total Applications
+17.0%
Interview Lift
993
Avg Prosecution Days
Based on 154 resolved cases, 2023–2026

Rejection Statute Breakdown

21.9%
§101 Eligibility
16.9%
§102 Novelty
49.4%
§103 Obviousness
5.2%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18730041 SINGLE-CHANNEL SPEECH ENHANCEMENT USING ULTRASOUND Non-Final OA The Regents of the University of California
18400570 DISTRIBUTED LEDGER ENABLED LARGE LANGUAGE MODEL SECURITY PROTOCOL Non-Final OA American Express Travel Related Services Company, Inc.
18747173 HIGH PRIVACY DSP-BASED AUDIO ANONYMIZATION WITH AUDIO SEGMENTATION AND RANDOMIZATION Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18801211 TEXT GENERATION WITH CUSTOMIZABLE STYLE Non-Final OA Microsoft Technology Licensing, LLC
18674509 PERFORMING SUBTASK(S) FOR A PREDICTED ACTION IN RESPONSE TO A SEPARATE USER INTERACTION WITH AN AUTOMATED ASSISTANT PRIOR TO PERFORMANCE OF THE PREDICTED ACTION Non-Final OA GOOGLE LLC
18591979 TASK ATTENTION MECHANISM FOR CONTEXT WINDOW AUGMENTATION Non-Final OA International Business Machines Corporation
17548651 AUTOMATICALLY ASSIGN TERM TO TEXT DOCUMENTS Non-Final OA International Business Machines Corporation
18716023 NOISE CANCELLATION FOR ELECTRONIC DEVICES Non-Final OA Hewlett-Packard Development Company, L.P.
18587008 GRADIENT CONTROL DEVICE AND GRADIENT CONTROL METHOD OF LANGUAGE MODEL Final Rejection Seoul National University R&DB Foundation
18202228 END OF SPEECH DETECTION USING ONE OR MORE NEURAL NETWORKS Non-Final OA NVIDIA Corporation
18799319 Methods and Systems for Processing, Storing, and Publishing Data Collected by an In-Ear Device Non-Final OA The Diablo Canyon Collective LLC
18591337 DETECTING AND SELECTIVELY BUFFERING MARKUP INSTRUCTION CANDIDATES IN A STREAMED LANGUAGE MODEL OUTPUT Non-Final OA Shopify Inc.
18839388 METHOD AND APPARATUS FOR DETERMINING INFORMATION Non-Final OA Beijing Jingdong Century Trading Co., Ltd.
18667329 METHOD FOR MODEL-BASED REAL-TIME CONCERN RESOLUTION Non-Final OA Gigabite Inc.

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