Prosecution Insights
Prosecution Insights
Tech Center 4100 • Art Units: 2122 2124 2128 4100
This examiner grants 22% of resolved cases
Chaitanya R Jayakumar works in Tech Center 4100 and Art Unit 2122, with 58 resolved cases. The examiner has an allowance rate of 22.4 percent and a median of 1934 days to allowance. These figures indicate a challenging prosecution environment with a low success rate and a long pendency period for the 58 resolved cases. The 1934 days to allowance is a significant factor for applicants to consider when managing expectations in this unit.
The interview lift of 20.5 percent is a notable metric in this context. While the 22.4 percent allowance rate is low, the 20.5 percent lift suggests that interviews can significantly improve the chances of success. For practitioners, the 20.5 percent lift is a tool for navigating the prosecution path and the 1934 days to allowance. The 58 resolved cases highlight that direct engagement is an effective strategy for improving outcomes, as the 20.5 percent lift is nearly as high as the 22.4 percent base allowance rate.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 17210644 | Artificial Intelligence Processor Architecture For Dynamic Scaling Of Neural Network Quantization | Non-Final OA | QUALCOMM Incorporated |
| 18146295 | METHODS, SYSTEMS, ARTICLES OF MANUFACTURE AND APPARATUS TO IMPROVE DISTRIBUTED MACHINE LEARNING EFFICIENCY | Final Rejection | Intel Corporation |
| 18024903 | Source Selection based on Diversity for Machine Learning | Non-Final OA | Telefonaktiebolaget LM Ericsson (publ) |
| 16585221 | NOTIFICATION CONTENT MESSAGE VIA ARTIFICIAL INTELLIGENCE VOICE RESPONSE SYSTEM | Non-Final OA | International Business Machines Corporation |
| 18400477 | SYSTEMS AND METHODS FOR MULTI-MODAL LANGUAGE MODELS | Non-Final OA | Salesforce, Inc. |
| 17881942 | METHOD AND SYSTEM FOR REDUCING RISK VALUES DISCREPANCIES BETWEEN CATEGORIES | Non-Final OA | YAHOO AD TECH LLC |
| 18342661 | OPTIMIZING METHOD AND COMPUTING SYSTEM FOR DEEP LEARNING NETWORK | Non-Final OA | Wistron Corporation |
| 17963496 | METHODS, SYSTEMS, AND MEDIA FOR ONE-ROUND FEDERATED LEARNING WITH PREDICTIVE SPACE BAYESIAN INFERENCE | Non-Final OA | HUAWEI TECHNOLOGIES CANADA CO., LTD. |
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