Prosecution Insights
Last updated: April 19, 2026

Examiner: VARNDELL, ROSS E

Tech Center 2600 • Art Units: 2611 2631 2634 2666 2674

This examiner grants 85% of resolved cases

Performance Statistics

84.6%
Allow Rate
+22.6% vs TC avg
643
Total Applications
+13.0%
Interview Lift
864
Avg Prosecution Days
Based on 615 resolved cases, 2023–2026

Rejection Statute Breakdown

6.3%
§101 Eligibility
6.4%
§102 Novelty
66.9%
§103 Obviousness
10.7%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18100240 TURNTABLE SYSTEM Non-Final OA Rehrig Pacific Company
18528407 SYSTEMS AND METHODS FOR IDENTIFYING SUBSURFACE HYDROGEN ACCUMULATION Non-Final OA Ohio State Innovation Foundation
18558132 SYSTEMS AND METHODS FOR IDENTIFYING SUBSURFACE HYDROGEN ACCUMULATION Non-Final OA Ohio State Innovation Foundation
18484110 RECOGNITION OF HANDWRITTEN TEXT VIA NEURAL NETWORKS Non-Final OA ABBYY Development Inc.
19283037 SYSTEM AND METHOD FOR SPECTRAL DATA ANALYSIS Final Rejection Avalo, Inc.
18379874 RECEPTION METHODS AND APPARATUSES FOR NON-UNIFORM CONSTELLATION MODULATED SIGNALS Final Rejection SATURN LICENSING LLC
18033192 A Computer Software Module Arrangement, a Circuitry Arrangement, an Arrangement and a Method for Improved Object Detection by Compensating the Confidence Determination of a Detected Object Non-Final OA Telefonaktiebolaget LM Ericsson (publ)
18674563 IMAGE ANALYZER Non-Final OA TOYOTA JIDOSHA KABUSHIKI KAISHA
18411542 IMPORTANCE-AWARE MODEL PRUNING AND RE-TRAINING FOR EFFICIENT CONVOLUTIONAL NEURAL NETWORKS Non-Final OA Intel Corporation
18527490 3D OBJECT RECOGNITION USING 3D CONVOLUTIONAL NEURAL NETWORK WITH DEPTH BASED MULTI-SCALE FILTERS Non-Final OA Intel Corporation
18375808 EXPLOITING HIERARCHICAL STRUCTURE LEARNING WITH HYPERBOLIC DISTANCE TO ENHANCE OPEN WORLD OBJECT DETECTION Non-Final OA Robert Bosch GmbH
18359774 SYSTEM FOR OPTIMIZING VISION TRANSFORMER BLOCKS Final Rejection Micron Technology, Inc.
18433240 DETERMINING BIOMARKERS FROM HISTOPATHOLOGY SLIDE IMAGES Non-Final OA TEMPUS AI, INC.
18490278 STORAGE MEDIUM, DATA GENERATION METHOD, AND INFORMATION PROCESSING DEVICE Non-Final OA Fujitsu Limited
18220386 DISTRIBUTED LEARNING METHOD, SERVER AND APPLICATION USING IDENTIFICATION CARD RECOGNITION MODEL, AND IDENTIFICATION CARD RECOGNITION METHOD USING THE SAME Non-Final OA KakaoBank Corp.
19054322 MODEL IMAGE GENERATION USING RECAPTIONED IMAGES Final Rejection OpenAI Opco, LLC
18453248 TECHNIQUES FOR GENERATING IMAGES OF OBJECT INTERACTIONS Non-Final OA NVIDIA CORPORATION
18219969 CHILD PRESENCE DETECTION FOR IN-CABIN MONITORING SYSTEMS AND APPLICATIONS Final Rejection NVIDIA Corporation
17744343 COMPUTERIZED SYSTEM AND METHOD FOR KEY EVENT DETECTION USING DENSE DETECTION ANCHORS Non-Final OA YAHOO ASSETS LLC
18434094 SYSTEM AND METHOD FOR COMBINING MIMO AND MODE-DIVISION MULTIPLEXING Non-Final OA NxGen Partners IP, LLC
18031928 METHOD FOR CLASSIFYING AN INPUT IMAGE REPRESENTING A PARTICLE IN A SAMPLE Final Rejection BIOASTER
18234191 SYSTEMS AND METHODS FOR DYNAMIC IDENTIFICATION OF A SURGICAL TRAY AND THE ITEMS CONTAINED THEREON Non-Final OA Ortelligence, Inc.

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