Patent ID: 11861477
Assignee: CAPITAL ONE SERVICES, LLC
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory computer-readable medium storing a set of instructions, the set of instructions comprising:
one or more instructions that, when executed by one or more processors of a device, cause the device to:
provide historical information to a machine learning model;
receive, from the machine learning model, prediction information based on providing the historical information to the machine learning model;
update the machine learning model based on the prediction information;
identify, utilizing the updated machine learning model, information indicating an abstract insight, a first concrete insight, and a non-insight in a document,
wherein the abstract insight is one or more of:
an insight that is not based on reality, a specific object, or an actual instance,
an insight that expresses a quality or characteristic apart from a specific object or an actual instance, or
a theoretical insight;

wherein the first concrete insight is one or more of:
an insight that is based on reality, a specific object, or an actual instance,
an insight pertaining to reality or an actual instance, or
an insight applied to an actual substance or thing, and

wherein the non-insight is one or more of:
an opinion,
a fact, or
a guess;

match, utilizing the updated machine learning model, the abstract insight with a second concrete insight that is different than the first concrete insight and the abstract insight, and
match, utilizing the updated machine learning model, the non-insight with a stored insight that is different from insights identified in the document;
generate an insight document by combining the first concrete insight, the abstract insight, and the stored insight; and
provide, for display, the insight document.