Prosecution Insights
Last updated: October 02, 2026

Examiner: AZIZ, SHEZA ABDUL

Tech Center 2600 • Art Units: 2657

This examiner grants 0% of resolved cases

Performance Statistics

—
Allow Rate
-62.0% vs TC avg
16
Total Applications
—
Interview Lift
0
Avg Prosecution Days
Based on 0 resolved cases, 2023–2026

Rejection Statute Breakdown

5.1%
§101 Eligibility
1.3%
§102 Novelty
72.2%
§103 Obviousness
20.3%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19026327 AUDIO SIGNAL PROCESSING METHOD AND APPARATUS, STORAGE MEDIUM, AND COMPUTER PROGRAM PRODUCT Non-Final OA HUAWEI TECHNOLOGIES CO., LTD.
18770309 ACTIVE SOUND MANAGEMENT SYSTEM IN A WORK MACHINE Non-Final OA Deere & Company
18766138 SYSTEMS AND METHODS FOR GENERATING SEMI-STRUCTURED TERM SHEETS USING NEURAL INFORMATION RETRIEVAL Final Rejection JPMORGAN CHASE BANK, N.A.
19039252 METHOD OF GENERATING SPEECH BASED ON NORMALIZING FLOW MODEL THAT GENERATES TIMBRE FROM TEXT Non-Final OA POSTECH RESEARCH AND BUSINESS DEVELOPMENT FOUNDATION
18771290 ELECTRONIC APPARATUS AND METHOD FOR CLASSIFYING COGNITIVE IMPAIRMENT BASED ON LARGE LANGUAGE MODEL Final Rejection ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE
18345204 PRODUCING A SUMMARY OF A TEXT USING INCREMENTAL CONCEPT PROGRESSION Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18969702 MODEL TRAINING DEVICE, MODEL TRAINING METHOD AND AUTOMATIC SPEECH RECOGNITION APPARATUS FOR IMPROVING SPEECH RECOGNITION OF NON-NATIVE SPEAKERS Non-Final OA KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY
18980321 METHODS, SYSTEMS, AND DEVICES FOR AUTOMATING THE GENERATION OF A RESPONSE TO A REQUEST FOR INFORMATION UTILIZING ARTIFICIAL INTELLIGENCE (AI) Non-Final OA AT&T Intellectual Property I, L.P.
18762969 METHOD, DEVICE, AND COMPUTER PROGRAM PRODUCT FOR DETERMINING SERVICE MODE Final Rejection Dell Products L.P.
18769197 DETECTING SYNTHETIC SPEECH Final Rejection SRI International
18766378 METHOD, APPARATUS AND SYSTEM FOR CONSISTENCY ENHANCED LARGE LANGUAGE MODELS Final Rejection SRI International

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