Prosecution Insights
Prosecution Insights
Tech Center 2100 • Art Units: 2125 2128 2182 2183
This examiner grants 65% of resolved cases
George Giroux is an examiner in Art Unit 2125 within Tech Center 2100. He has 620 resolved cases and an allowance rate of 65.3%. The median days to allowance is 1583. These figures indicate a moderate allowance rate but a significantly long prosecution timeline. The 65.3% allowance rate suggests that a majority of applications reach a grant, while the 1583-day median pendency requires a long-term strategy.
The interview lift is 27.2%, which is a strong indicator of the effectiveness of direct communication. This 27.2% lift suggests that interviews are a highly valuable tool for overcoming the challenges reflected in the 1583-day median pendency. Practitioners should prioritize interviews to move cases toward the 65.3% allowance rate more efficiently. With 620 cases resolved, these metrics provide a well-established profile of the examiner's performance. The 27.2% lift highlights the importance of verbal advocacy in navigating the lengthy prosecution process in Art Unit 2125.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18327667 | DEVICE AND METHOD FOR IMPLEMENTING A TENSOR-TRAIN DECOMPOSITION OPERATION | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 17900343 | SYSTEM AND METHOD FOR UNIVERSAL PURIFICATION OF INPUT PERTURBATION WITH DENOISED DIFFIUSION MODELS | Non-Final OA | Robert Bosch GmbH |
| 17951889 | Generative Models for Discrete Datasets Constrained by a Marginal Distribution Specification | Final Rejection | Google LLC |
| 18543357 | APPARATUSES, METHODS, AND SYSTEMS FOR NEURAL NETWORKS | Non-Final OA | Intel Corporation |
| 18016636 | FEDERATED LEARNING USING HETEROGENEOUS LABELS | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 18548148 | CLASS LABEL ESTIMATION APPARATUS, ERROR CAUSE ESTIMATION METHOD AND PROGRAM | Non-Final OA | NIPPON TELEGRAPH AND TELEPHONE CORPORATION |
| 17911866 | SYSTEM AND METHOD FOR ADAPTING TO CHANGING RESOURCE LIMITATIONS | Non-Final OA | InterDigital CE Patent Holdings |
| 18636212 | Training a Student Model based on Agent-Generated Examples and Direct Application of Preferences | Non-Final OA | Microsoft Technology Licensing, LLC |
| 18449341 | SECURE DATA TRANSMISSION USING ENTANGLED QUBITS | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17942454 | VARIATIONAL METHOD OF MAXIMIZING CONDITIONAL EVIDENCE FOR LATENT VARIABLE MODELS | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17699222 | COGNITIVE ADVISORY AGENT | Final Rejection | International Business Machines Corporation |
| 18602139 | INTELLIGENT PROMPT EVALUATION AND ENHANCEMENT FOR GENERATIVE ARTIFICIAL INTELLIGENCE PROCESSING | Non-Final OA | Accenture Global Solutions Limited |
| 17918264 | DETERMINING THE FLUID DENSITY IN AN ELECTRICAL DEVICE | Non-Final OA | Siemens Energy Global GmbH & Co. KG |
| 17671100 | CONTROL OF VEHICLE ELECTRONIC CONTROL UNIT WITH ARTIFICIAL INTELLIGENCE | Final Rejection | Ford Global Technologies, LLC |
| 18375198 | METHODS AND SYSTEMS FOR ONLINE SELECTION OF NUMBER FORMATS FOR NETWORK PARAMETERS OF A NEURAL NETWORK | Non-Final OA | Imagination Technologies Limited |
| 18622039 | MANAGING INFERENCE MODELS IN VIEW OF ANOMALY CONDITIONS | Non-Final OA | Dell Products L.P. |
| 17590920 | UNSUPERVISED DOMAIN ADAPTATION FOR LiDAR SEGMENTATION VIA ENHANCED PSEUDO-LABELING TECHNIQUES | Non-Final OA | Motional AD LLC |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy