Patent ID: 11972333
Assignee: INTUIT INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 10:
11. A system for training a text generative artificial intelligence (AI) model, the system comprising:
one or more processors; and
a memory storing instructions that, when executed by the one or more processors, causes the system to perform operations comprising:
generating a first training set for training a first text generative AI model, wherein generating the first training set includes selecting text existing during a first time span to be included in the first training set, wherein all text to be included in the first training set exists during the first time span;
training the first text generative AI model on the first training set;
providing a text input to the first text generative AI model;
generating a first text output by the first text generative AI model based on the text input;
generating a second training set for training a second text generative AI model, wherein generating the second training set includes selecting text existing during a second time span to be included in the second training set, wherein:
at least a portion of the second time span is subsequent to the first time span; and
at least some text to be included in the second training set is created during the second time span and after the first time span;

training the second text generative AI model on the second training set;
providing the text input to the second text generative AI model;
generating a second text output by the second text generative AI model based on the text input;
providing the first text output and the second text output to a text classification model;
generating a similarity indication by the text classification model based on comparing the first text output and the second text output, wherein the similarity indication indicates a similarity between the first text output and the second text output;
adjusting the first training set for training the first text generative AI model based on the similarity indication, wherein adjusting the first training set includes expanding the first time span and selecting new text in the expanded first time span to be included in the adjusted first training set; and
training the first text generative AI model on the adjusted first training set.