The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Aug. 25, 2026

Filed:

Aug. 01, 2022
Applicant:

Capital One Services, Llc, McLean, VA (US);

Inventors:

Christopher Mcdaniel, Glen Allen, VA (US);

Matthew Louis Nowak, Midlothian, VA (US);

Michael Anthony Young, Jr., Henrico, VA (US);

Assignee:

Capital One Services, LLC, McLean, VA (US);

Attorney:
Primary Examiner:
Int. Cl.
CPC ...
H04L 41/16 (2022.01);
U.S. Cl.
CPC ...
H04L 41/16 (2013.01);
Abstract

Methods and systems are described herein for generating communication modifications to reduce inaccurate machine-learning-based communication suppressions. The system may receive a candidate communication to be sent to a user device or user account. The system may generate a prediction indicating whether a negative action is likely to be taken by a machine learning model with respect to the candidate communication. Based on a prediction that a negative action is likely to be taken by a machine learning model with respect to the candidate communication, the system may modify the candidate communication.


Find Patent Forward Citations

Mcdaniel, Christopher. (2026). Systems and methods for communication modification to reduce inaccurate machine-learning-based communication suppressions (U.S. Patent No. 12719761). U.S. Patent and Trademark Office. https://idiyas.com/patent/badge/12719761

Data source: USPTO (United States Patent and Trademark Office) public patent records. Weekly synchronization. How IDiyas builds this profile

Loading…