Prosecution Insights
Last updated: October 02, 2026

Examiner: CADY, MATTHEW ALAN

Tech Center 4100 • Art Units: 1754 2122 2145 4100

This examiner grants 0% of resolved cases

Analysis

Matthew Alan Cady is an examiner in Tech Center 4100 and Art Unit 1754. The data shows 1 resolved case with an allowance rate of 0.0 percent. This single case provides the only available data point for the examiner's current resolution history. The 0.0 percent allowance rate reflects the outcome of this specific matter. Because the data is limited to one instance, these metrics describe a single prosecution event rather than a broad trend.

The interview lift is 0.0 percent, and the median days to allowance is 1236. These figures are based on the 1 resolved case recorded in the system. Practitioners should note the 1236 days as the duration for the case that reached resolution. This timeframe represents the period from the initial filing to the final disposition of the application. The lack of an interview lift suggests that the single case did not benefit from a recorded interview interaction.

The 0.0 percent allowance rate and the 1236 median days to allowance define the current statistical profile for Matthew Alan Cady. As more cases are resolved in Art Unit 1754, these metrics may shift to reflect a larger sample size. For now, the data from the 1 resolved case serves as the primary reference for prosecution expectations with this examiner.

Written from this page's own data; every figure is computed from USPTO records and verified before publication.

Performance Statistics

0.0%
Allow Rate
-60.0% vs TC avg
19
Total Applications
+0.0%
Interview Lift
1236
Avg Prosecution Days
Based on 1 resolved cases, 2023–2026

Rejection Statute Breakdown

10.4%
§101 Eligibility
11.3%
§102 Novelty
68.7%
§103 Obviousness
9.6%
§112 Clarity

Currently Pending Office Actions

App #TitleStatusAssignee
18355948 KNOWLEDGE GRAPH FOR SEMANTIC SEARCHING OF HANDWRITTEN DOCUMENTS Final Rejection Wacom Co., Ltd.
18216824 ELECTRONIC DEVICE AND METHOD FOR CONTROLLING SAME Final Rejection SAMSUNG ELECTRONICS CO., LTD.
18193367 SYSTEMS AND METHODS FOR INCORPORATING SUPPLEMENTAL SHAPE INFORMATION IN A LINEAR DISCRIMINANT ANALYSIS Final Rejection Wells Fargo Bank, N.A.
18279493 COMPATIBILITY EVALUATION DEVICE, COMPATIBILITY EVALUATION METHOD, AND RECORDING MEDIUM Final Rejection NEC Corporation
18772615 METHOD AND DEVICE FOR RETRAINING A MACHINE LEARNING SYSTEM Non-Final OA Robert Bosch GmbH
18248432 METHOD AND DEVICE FOR TRAINING A CLASSIFIER OR REGRESSOR FOR A ROBUST CLASSIFICATION AND REGRESSION OF TIME SERIES Final Rejection Robert Bosch GmbH
18491312 UTILIZATION OF MODEL FEATURES FOR MACHINE LEARNING PREDICTION Final Rejection Capital One Services, LLC
18184921 DYNAMIC UNCOMPRESSION FOR CHANNEL-SEPARABLE OPERATION IN NEURAL NETWORK Final Rejection Intel Corporation
18630641 SYSTEM AND METHOD FOR IMPLEMENTING A MODEL THAT PREDICTS THE PROBABILITY OF HALLUCINATION FOR ANY QUERY IMPOSED TO AN LLM Non-Final OA JPMorgan Chase Bank, N.A.
18358629 SYSTEMS AND METHODS FOR SIMULTANEOUS NETWORK PRUNING AND PARAMETER OPTIMIZATION Final Rejection JPMORGAN CHASE BANK, N.A.
18765441 COMPUTER-READABLE RECORDING MEDIUM STORING INFORMATION PROCESSING PROGRAM, INFORMATION PROCESSING APPARATUS, AND INFORMATION PROCESSING METHOD Non-Final OA Fujitsu Limited
18741506 SPACE EFFICIENT TRAINING FOR SEQUENCE TRANSDUCTION MACHINE LEARNING Non-Final OA Microsoft Technology Licensing, LLC
18658594 ARTIFICIAL INTELLIGENCE GENERATED CONTENT GIFTING Non-Final OA Microsoft Technology Licensing, LLC
18454108 EVOLUTIONARY CONTEXTUAL BANDITS Final Rejection International Business Machines Corporation
18200642 HIERARCHY DRIVEN TIME SERIES FORECASTING Non-Final OA INTERNATIONAL BUSINESS MACHINES CORPORATION
18738870 SYSTEMS AND METHODS FOR ALIGNMENT OF NEURAL NETWORK BASED MODELS Non-Final OA Salesforce, Inc.
18740294 TECHNIQUES FOR TRAINING VISION FOUNDATION MODELS VIA MULTI-TEACHER DISTILLATION Non-Final OA NVIDIA CORPORATION
18604129 ACCELERATING GROUND TRUTH ANNOTATION USING ARTIFICIAL INTELLIGENCE Non-Final OA Nvidia Corporation
18472063 SLIDING CONVOLUTIONAL NEURAL NETWORK Final Rejection STMicroelectronics International N.V.
18630593 INTERPRETABLE AND SECURE CLIENT SELECTION APPROACH BASED ON PREDICTION CONFIDENCES FOR EFFICIENT FEDERATED LEARNING Non-Final OA Dell Products L.P.
18189543 INTEGRATED KNOWLEDGE GRAPHS Final Rejection Morgan Stanley Services Group Inc.

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