Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2124 2148 2164 2421 2445 2699 2857 3662 4100
This examiner grants 51% of resolved cases
Sidney Vincent Bostwick operates in Tech Center 4100 and Art Unit 2124, with 152 resolved cases. His allowance rate of 51.3% indicates a balanced outcome for applications in his docket. However, the interview lift of 35.1% is very high, suggesting that interviews are an exceptionally effective tool for securing an allowance. This 35.1% lift is a standout metric for practitioners to consider. The median days to allowance is 1615, which is the timeframe for the prosecution process.
With 152 resolved cases, the data offers a clear view of his examination trends. The 51.3% allowance rate suggests that a portion of his cases reach a grant. The interview lift is a powerful tactical option. The 1615-day median provides a clear benchmark for pendency. This information from Art Unit 2124 underscores the importance of direct communication as a primary method for achieving a favorable outcome in his docket and managing the long time to grant.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18421475 | METHOD AND APPARATUS FOR UPDATING PREDICTIVE MODEL PREDICTING PRODUCT FAILURE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18305676 | NON-LINEAR MULTI-DIMENSIONAL COST FUNCTION FOR ARTIFICIAL INTELLIGENCE INFERENCE | Non-Final OA | SAMSUNG ELECTRONICS CO., LTD. |
| 18171433 | METHOD OF TRAINING BINARIZED NEURAL NETWORK WITH PARAMETERIZED WEIGHT CLIPPING AND MEMORY DEVICE USING THE SAME | Non-Final OA | Samsung Electronics Co., Ltd. |
| 19363681 | Persistent Cognitive Machine with Temporally Synchronized Multimodal Processing and Typed Latent Entity Management | Non-Final OA | AtomBeam Technologies Inc. |
| 18171035 | NEURAL NETWORK VERIFICATION FOR NEURAL NETWORK CONTROLLERS | Non-Final OA | Toyota Motor Engineering & Manufacturing North America, Inc. |
| 18135043 | ABSTRACTING COMPUTER-BASED INTERACTION(S) FOR AUTOMATION OF TASK(S) | Final Rejection | X Development LLC |
| 18087877 | METHODS, SYSTEMS, APPARATUSES, AND COMPUTER-READABLE MEDIA FOR DECOMPOSING A LAYER IN A NEURAL NETWORK | Non-Final OA | HUAWEI TECHNOLOGIES CO., LTD. |
| 17583053 | A NEURAL NETWORK TILING METHOD BY A PROCESSOR | Final Rejection | HUAWEI TECHNOLOGIES CO., LTD. |
| 18835869 | Continuous Training of Machine Learning Models on Changing Data | Non-Final OA | Google LLC |
| 17940568 | Large-Scale Architecture Search in Graph Neural Networks via Synthetic Data | Final Rejection | Google LLC |
| 17102776 | TRANSFER LEARNING FOR SOUND EVENT CLASSIFICATION | Final Rejection | QUALCOMM Incorporated |
| 18148138 | UNCERTAINTY ANALYSIS OF EVIDENTIAL DEEP LEARNING NEURAL NETWORKS | Final Rejection | Intel Corporation |
| 18050944 | DEEP NEURAL NETWORK (DNN) ACCELERATOR FACILITATING ACTIVATION COMPRESSION | Non-Final OA | Intel Corporation |
| 18692362 | Server and Agent for Reporting of Computational Results during an Iterative Learning Process | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 17644372 | TASK-DEPENDENT SELECTION OF DECODER-SIDE NEURAL NETWORK | Non-Final OA | Nokia Technologies Oy |
| 18310242 | MATCHING BASED INTENT UNDERSTANDING WITH TRANSFER LEARNING | Final Rejection | Microsoft Technology Licensing, LLC |
| 17720212 | SYNTHETIC DATA GENERATION USING DEEP REINFORCEMENT LEARNING | Final Rejection | Microsoft Technology Licensing, LLC |
| 18216772 | ROBUST GRAPH REPRESENTATION OF CAUSAL RELATIONSHIPS EXPRESSED IN A NATURAL LANGUAGE DOCUMENT | Final Rejection | International Business Machines Corporation |
| 17398673 | PERFORMANCE-AWARE SIZE REDUCTION FOR NEURAL NETWORKS | Non-Final OA | Nvidia Corporation |
| 18624754 | SURVEILLANCE USING TRANSFER LEARNING OF A FEDERATED MODEL | Non-Final OA | Micron Technology, Inc. |
| 17557734 | ARTIFICIAL INTELLIGENCE DEVELOPMENT AND UPGRADING USING A NEURO-SYMBOLIC METAMODEL | Non-Final OA | Cisco Technology, Inc. |
| 18511164 | SYSTEM FOR OPTIMIZING WORKFLOW MANAGEMENT AND RESPONSE SYSTEMS IN A DISTRIBUTED NETWORK USING AI | Non-Final OA | BANK OF AMERICA CORPORATION |
| 17500598 | VECTOR ACTIVATION FUNCTION TO SUPPORT MACHINE LEARNING INFERENCE AND OTHER PROCESSES | Non-Final OA | MELLANOX TECHNOLOGIES, LTD. |
| 18679429 | TRANSACTION FAILURE CAUSE DETECTION AND ALERTING FOR WIRELESS NETWORK TRANSACTIONS | Non-Final OA | AT&T Intellectual Property I, L.P. |
| 18334271 | METHOD FOR OPERATING NEURAL NETWORK | Final Rejection | NATIONAL TSING HUA UNIVERSITY |
| 17817142 | SYSTEM, DEVICES AND/OR PROCESSES FOR DEFINING A SEARCH SPACE FOR NEURAL NETWORK PROCESSING DEVICE ARCHITECTURES | Final Rejection | Arm Limited |
| 18008298 | Method for generating a decision support system and associated systems | Non-Final OA | UNIVERSITE PARIS-SACLAY |
| 17566259 | SUPER NEURONS WITH NON-LOCALIZED KERNEL OPERATIONS | Final Rejection | QATAR UNIVERSITY |
IP Author analyzes examiner patterns and generates tailored response strategies with the highest chance of allowance.
Build Your Strategy