Listed by the USPTO as COLE, BRANDON S
Tech Center 2800 • Art Units: 2122 2126 2128 2816 2842
This examiner grants 79% of resolved cases
COLE, BRANDON S is a USPTO patent examiner in tech center 2800 and art unit 2122. The record includes 1227 resolved cases, a 79.1% allowance rate, a 7.7% interview lift, and a median of 907 days to allowance. The substantial case volume and high allowance rate offer a strong historical basis for reviewing prosecution patterns, while the interview figure indicates a limited positive association.
The listed companies are NEC Corporation, Microsoft Technology Licensing, LLC, and International Business Machines Corporation. The listed firms are NORTON ROSE FULBRIGHT US LLP, Artegis Law Group, LLP - Harman, and BakerHostetler. The portfolio is particularly relevant to computer, software, and communications practitioners.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 19458425 | DYNAMIC ARTIFICIAL INTELLIGENCE AGENT ORCHESTRATION USING A LARGE LANGUAGE MODEL GATEWAY ROUTER | Non-Final OA | Citibank, N.A. |
| 18386196 | THRESHOLD TUNING FOR IMBALANCED MULTI-CLASS CLASSIFICATION MODELS | Final Rejection | Oracle International Corporation |
| 18530552 | FEDERATED TRAINING FOR A NEURAL NETWORK WITH REDUCED COMMUNICATION REQUIREMENT | Non-Final OA | Robert Bosch GmbH |
| 18575363 | LEARNING SYSTEM AND LEARNING METHOD | Non-Final OA | NEC Corporation |
| 18241611 | LEARNING DEVICE | Final Rejection | NEC Corporation |
| 17911715 | RISK ASSESSMENT APPARATUS, RISK ASSESSMENT METHOD, AND PROGRAM | Final Rejection | NEC Corporation |
| 18460647 | DATA ANALYSIS DEVICE, DATA ANALYSIS METHOD, AND PROGRAM | Non-Final OA | Panasonic Intellectual Property Management Co., Ltd. |
| 18358695 | REDUCING GREENHOUSE GASES THROUGH EVALUATION AND DEPLOYMENT OF WILDFIRE MITIGATION ACTIONS USING MACHINE LEARNING | Non-Final OA | X Development LLC |
| 18617372 | ADAPTATION FRAMEWORK AND OPTIMIZATION FOR CUSTOMIZING FOUNDATION MODELS | Non-Final OA | Amazon Technologies, Inc. |
| 18493331 | NEURAL POINT PROCESS-BASED EVENT PREDICTION FOR MEDICAL DECISION MAKING | Non-Final OA | NEC Laboratories America, Inc. |
| 18398724 | GENERATIVE NEURAL APPLICATION ENGINE | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18536154 | COMPRESSION OF NEURAL NETWORKS WITH ORTHOGONAL MATRICES | Final Rejection | Microsoft Technology Licensing, LLC |
| 18204725 | STORING ENTRIES IN AND RETRIEVING INFORMATION FROM AN EPISODIC OBJECT MEMORY | Final Rejection | Microsoft Technology Licensing, LLC |
| 18658449 | AUGMENTING A LIMITED DATASET BY LEVERAGING BOTH QUANTUM AND CLASSICAL SYSTEMS | Non-Final OA | International Business Machines Corporation |
| 18342817 | SYMMETRY PRUNING TO INCREASE PLANNER SPEED | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 18128510 | REAL-TIME WORKFLOW INJECTION RECOMMENDATIONS | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 16237508 | Neural Network Generator | Final Rejection | NVIDIA Corporation |
| 18834497 | Logic Model Preparation Support Device, Logic Model Preparation Support Method, and Logic Model Preparation Support Program | Non-Final OA | HITACHI, LTD. |
| 18072083 | SYSTEM AND METHOD FOR COMPUTING EXACT SUCCESS PROBABILITY FOR QUANTILE ESTIMATION | Final Rejection | YAHOO ASSETS LLC |
| 17827400 | SYSTEM AND METHOD FOR AUGMENTING EXISTING EXPERTS FOR ENHANCED PREDICTIONS | Non-Final OA | YAHOO ASSETS LLC |
| 18515872 | AUTOMATIC SLEEP STAGE CLASSIFICATION SYSTEM AND METHOD FOR REDUCING PERFORMANCE VARIATION AMONG USERS USING CONTRAST LEARNING METHOD | Final Rejection | Korea University Research and Business Foundation |
| 18628543 | DETERMINING EDGE NODE CLIQUES VIA PROGRAMMATIC LABELLING ANALYSIS FOR FEDERATED LEARNING | Non-Final OA | Dell Products L.P. |
| 18645758 | Simultaneous Hyper Parameter and Feature Selection Optimization Using Evolutionary Boosting Machines | Non-Final OA | Allstate Insurance Company |
| 17638472 | SEMICONDUCTOR DEVICE GEOMETRY METHOD AND SYSTEM | Non-Final OA | ASML NETHERLANDS B.V. |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy79.1% of resolved applications examined by Brandon S Cole were allowed (1,227 resolved cases), compared with 31.6% across Art Unit 2122 over the last five years.
This examiner's interview lift is +7.7 percentage points: the difference in allowance rate between resolved applications that had an examiner interview and those that did not.
Applications allowed by Brandon S Cole took 907 days on average from filing to allowance.
Brandon S Cole examines applications in Art Unit 2122 in Tech Center 2800 (Semiconductors, Circuits & Optics).
