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:
Dec. 23, 2025

Filed:

Jan. 13, 2025
Applicant:

Citibank, N.a., New York, NY (US);

Inventors:

Shardul Malviya, London, GB;

Wayne Liao, London, GB;

Deepak Jain, London, GB;

Samantha Cory, London, GB;

Mariusz Saternus, Cracow, PL;

Daniel Lewandowski, Cracow, PL;

Biraj Krushna Rath, London, GB;

Stuart Murray, London, GB;

Philip Davies, London, GB;

Payal Jain, London, GB;

Tariq Husayn Maonah, London, GB;

Assignee:
Attorney:
Primary Examiner:
Int. Cl.
CPC ...
G06F 40/216 (2020.01);
U.S. Cl.
CPC ...
G06F 40/216 (2020.01);
Abstract

The systems and methods disclosed herein receive an output generation request from that includes input for generating an output using a language model. The input includes a set of alphanumeric characters associated with operative standards for a first set of actions. The system divides the set of alphanumeric characters into text subsets. For each text subset, a vector representation is determined. Prompts are created for each vector representation including the set of alphanumeric characters, query contexts, keywords, and/or the text subset. Each vector representation's prompt is input into the language model, which generates a second set of actions of related actions, where subsequently generated actions are based on prior generated actions. The system aggregates the second set of actions into a third set of actions and displays a graphical layout. The graphical layout displays a representation of the set of alphanumeric characters and the corresponding actions.


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