Prosecution Insights
Prosecution Insights
Tech Center 2600 • Art Units: 2658
This examiner grants 59% of resolved cases
Zeeshan Mahmood Shaikh, in Tech Center 2600 and Art Unit 2658, has resolved 46 cases. The allowance rate is 58.7%, and the median days to allowance is 1147. The interview lift is a very high 44.3%, which is a strong signal for practitioners to use interviews.
For the 46 cases handled, the 58.7% allowance rate and the 44.3% lift suggest that interviews are highly effective and should be a primary strategy. The 1147-day median provides a baseline for the expected duration of prosecution in Art Unit 2658. The 44.3% lift is particularly notable, as it suggests that an interview can significantly improve the odds of overcoming the 58.7% baseline. Practitioners should integrate interviews early in the 1147-day cycle to leverage this 44.3% advantage and secure a grant for their clients.
| App # | Title | Status | Assignee |
|---|---|---|---|
| 18985387 | INFORMATION PROCESSING APPARATUS, ANALYSIS METHOD, AND RECORDING MEDIUM | Non-Final OA | NEC Corporation |
| 18677658 | BUILDING MANAGEMENT SYSTEM WITH BUILDING EQUIPMENT SERVICING | Final Rejection | Tyco Fire & Security GmbH |
| 18651312 | SYSTEM AND METHOD FOR MULTILINGUAL SPEECH-TO-SPEECH TRANSLATION WITH SPEECH REFINEMENT USING COMBINED MACHINE LEARNING MODELS | Non-Final OA | Sanas.ai Inc. |
| 18744434 | SMART DISPATCHER IN A COMPOSITE ARTIFICIAL INTELLIGENCE (AI) SYSTEM | Final Rejection | Intuit, Inc. |
| 18963841 | METHOD AND APPARATUS FOR EFFICIENT DIFFUSION TRANSFORMERS FOR SUPERIOR TEXT-TO-AUDIO GENERATION | Non-Final OA | TENCENT AMERICA LLC |
| 18728919 | EFFICIENT LOUDSPEAKER SURFACE SEARCH FOR MULTICHANNEL LOUDSPEAKER SYSTEMS | Final Rejection | NOKIA TECHNOLOGIES OY |
| 18941743 | ACCURACY EVALUATION OF QUERIES USING LANGUAGE MODELS | Final Rejection | INTERNATIONAL BUSINESS MACHINES CORPORATION |
| 17669484 | TOPIC LABELING BY SENTIMENT POLARITY IN TOPIC MODELING | Non-Final OA | International Business Machines Corporation |
| 17563191 | METHOD AND SYSTEM FOR CONFIDENTIAL SENTIMENT ANALYSIS | Non-Final OA | STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY |
| 19041829 | TECHNIQUES FOR LARGE LANGUAGE MODEL PROMPT GROUNDING | Non-Final OA | Salesforce, Inc. |
| 17849306 | VOICE TRANSCRIPTION FEEDBACK FOR VIRTUAL MEETINGS | Final Rejection | Zoom Video Communications, Inc. |
| 19009733 | Training method and apparatus for large models | Non-Final OA | Alipay (Hangzhou) Information Technology Co., Ltd. |
| 17727015 | ATTRIBUTE AND RATING CO-EXTRACTION | Final Rejection | LEMON INC. |
| 18164373 | GENERATING USER-SPECIFIC SYNTHETIC CONTENT UTILIZING MACHINE LEARNING WITH USER CREATED CONTENT ITEMS | Final Rejection | Dropbox, Inc. |
| 17491312 | ENROLLMENT AND AUTHENTICATION OVER A PHONE CALL IN CALL CENTERS | Non-Final OA | PINDROP SECURITY, INC. |
| 18685019 | AUDIO SIGNAL PROCESSING METHOD AND APPARATUS, DEVICE AND STORAGE MEDIUM | Non-Final OA | Zhejiang Alibaba Robot Co., Ltd. |
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