Prosecution Insights
Prosecution Insights
Tech Center 2400 • Art Units: 1634 2100 2126 2132 2441 2449
This examiner grants 69% of resolved cases
David Yi serves in Art Unit 1634 of Tech Center 2400. He has 258 resolved cases with an allowance rate of 69.0 percent. The median time to reach an allowance is 1452 days, which is a lengthy duration for patent prosecution. The 69.0 percent allowance rate indicates a generally positive outlook for applicants who persist through the process.
The data shows an interview lift of 64.5 percent. This is a very high lift, suggesting that interviews are a critical tool for success with this examiner. While the overall allowance rate is 69.0 percent, the significant lift and long pendency of 1452 days imply that interviews can help navigate complex issues and potentially shorten the path to a grant. Practitioners should prioritize early interviews to address examiner concerns. The 64.5 percent lift is a strong indicator that the examiner is highly responsive to verbal discussion. With 258 resolved cases, the data highlights the importance of direct engagement. This strategy is essential for managing the 1452-day median timeline.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18127650 | NEURAL ENGINE WITH ACCELERATED MULTIPILER-ACCUMULATOR FOR CONVOLUTION OF INTERGERS | Non-Final OA | Apple Inc. |
| 18458786 | MACHINE LEARNING MODEL PARAMETER COMPRESSION | Non-Final OA | QUALCOMM Incorporated |
| 18575139 | METHOD AND APPARATUS FOR FUSING LAYERS OF DIFFERENT MODELS | Non-Final OA | Intel Corporation |
| 18159598 | TRAINING MACHINE LEARNING MODELS TO PERFORM ALIGNER DAMAGE PREDICTION | Non-Final OA | Align Technology, Inc. |
| 18519307 | MULTI-DECODER CLASSIFICATION ARCHITECTURE FOR COARSE-GRAINED CATEGORIZED DATA | Non-Final OA | Oracle International Corporation |
| 18526560 | AUTOMATED ATTRIBUTE-BASED MACHINE LEARNING MODEL SELECTION | Non-Final OA | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17357243 | DATA SIMULATION USING A GENERATIVE ADVERSARIAL NETWORK (GAN) | Non-Final OA | International Business Machines Corporation |
| 18784542 | VIDEO PLAYING SETTING METHOD, ELECTRONIC DEVICE, AND NON-TRANSITORY COMPUTER READABLE MEDIUM | Non-Final OA | Beijing Bytedance Network Technology Co., Ltd. |
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