Prosecution Insights
Last updated: April 19, 2026

Examiner: SUFLETA II, GERALD J

Tech Center 2800 • Art Units: 2875

This examiner grants 73% of resolved cases

Performance Statistics

72.7%
Allow Rate
+4.7% vs TC avg
677
Total Applications
+21.6%
Interview Lift
779
Avg Prosecution Days
Based on 652 resolved cases, 2023–2026

Rejection Statute Breakdown

0.3%
§101 Eligibility
31.2%
§102 Novelty
44.8%
§103 Obviousness
21.4%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
19316037 BACKLIGHT MODULE AND LIGHTING KEYBOARD Non-Final OA Darfon Electronics Corp.
19305047 LIGHT-EMITTING SUBSTRATE AND METHOD OF MANUFACTURING THE SAME, BACKLIGHT MODULE AND DISPLAY APPARATUS Non-Final OA BOE TECHNOLOGY GROUP CO., LTD.
19249443 LIGHTING DEVICE FOR VEHICLE Non-Final OA HYUNDAI MOBIS CO., LTD.
18982404 WORK LIGHT Non-Final OA MILWAUKEE ELECTRIC TOOL CORPORATION
19269828 LIGHT EMITTING APPARATUS Non-Final OA SEOUL SEMICONDUCTOR CO., LTD.
18247200 APPARATUS, METHOD AND COMPUTER PROGRAM PRODUCT FOR LEARNED VIDEO CODING FOR MACHINE Non-Final OA Nokia Technologies Oy
19279123 LIGHTING ASSEMBLY Non-Final OA Häfele UK Limited
18324307 ARTIFICIAL INTELLIGENCE ENGINE FOR TRANSACTION CATEGORIZATION AND CLASSIFICATION Non-Final OA Mastercard International Incorporated
18673106 Quantum Dot LCD Circadian-Friendly Display Technology Final Rejection KORRUS, INC.
19219806 APPARATUSES AND METHODS FOR ENDOSCOPE LASER FIBER STEERING Non-Final OA EndoTheia, Inc.
18457116 FINE-TUNING OF MACHINE LEARNING MODELS ACROSS MULTIPLE NETWORK DEVICES Non-Final OA QUALCOMM Incorporated
19121505 Lighting Device for Rear-View Device of Vehicle Non-Final OA Motherson Innovation Company Limited
18231968 SYSTEM AND METHOD OF TRAINING A NEURAL NETWORK MODEL Non-Final OA TECHNION RESEARCH & DEVELOPMENT FOUNDATION LIMITED
19079245 RECHARGEABLE LUMINAIRE MODULE AND CORDLESS LIGHT FIXTURE THAT ACCOMMODATES THE SAME Non-Final OA VISUAL COMFORT OF AMERICA LLC
17950622 PHOTOELECTRIC SCANNING APPARATUS, MOTOR, AND AUTONOMOUS VEHICLE Final Rejection SHENZHEN YINWANG INTELLIGENT TECHNOLOGIES CO., LTD.
19013430 LIGHT FIXTURE INCLUDING A HOUSING FOR A BALLAST Non-Final OA HGCI, Inc.
18349845 ADAPTIVE DRIVING MODEL FOR VIRTUAL TEST DRIVING INCLUDING ABSTRACT ACTIONS Non-Final OA TOYOTA RESEARCH INSTITUTE, INC.
18918654 LIGHT ASSEMBLY Non-Final OA XTHOT LLC

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