Abstract: A method for remediating duplication errors associated with first and second documents includes obtaining a first document and a second document, generating a corresponding first document string set and a second document string set, generating a second document string subset that is a proper subset of the second document string set, dividing the second document string subset into second document substring, transforming the second document substrings into a synthetic substring set, converting the first document string set into first document embeddings in vector space, converting the synthetic substrings into synthetic embeddings, generate a closest embedding set of one or more first document embeddings, generating, using a respective one of the closest embedding sets and a linking string generator, a linking string defining an association between the respective substring and one or more respective first document portions, and generating a string match matrix data.

Abstract: A process for validating a user using existing secure infrastructure, such as Automated Teller Machines (ATMs). The process can be modified to incorporate further aspects that verify information about a user (e.g., an identifier of a user, a location of the user) or verifying capabilities of a user (e.g., ability to receive messages via a communication channel, such as a telephone number, email address, or mailing address).

Abstract: A process for validating a user using existing secure infrastructure, such as Automated Teller Machines (ATMs). The process can be modified to incorporate further aspects that verify information about a user (e.g., an identifier of a user, a location of the user) or verifying capabilities of a user (e.g., ability to receive messages via a communication channel, such as a telephone number, email address, or mailing address).

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A method for remediating duplication errors associated with first and second documents includes obtaining a first document and a second document, generating a corresponding first document string set and a second document string set, generating a second document string subset that is a proper subset of the second document string set, dividing the second document string subset into second document substring, transforming the second document substrings into a synthetic substring set, converting the first document string set into first document embeddings in vector space, converting the synthetic substrings into synthetic embeddings, generate a closest embedding set of one or more first document embeddings, generating, using a respective one of the closest embedding sets and a linking string generator, a linking string defining an association between the respective substring and one or more respective first document portions, and generating a string match matrix data.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A text editor or a plugin thereto automatically generates authorship tokens to identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A process for validating a user using existing secure infrastructure, such as Automated Teller Machines (ATMs). The process can be modified to incorporate further aspects that verify information about a user (e.g., an identifier of a user, a location of the user) or verifying capabilities of a user (e.g., ability to receive messages via a communication channel, such as a telephone number, email address, or mailing address).

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A text editor or a plugin thereto automatically generates authorship tokens to identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A method for remediating duplication errors associated with first and second documents includes obtaining a first document and a second document, generating a corresponding first document string set and a second document string set, generating a second document string subset that is a proper subset of the second document string set, dividing the second document string subset into second document substring, transforming the second document substrings into a synthetic substring set, converting the first document string set into first document embeddings in vector space, converting the synthetic substrings into synthetic embeddings, generate a closest embedding set of one or more first document embeddings, generating, using a respective one of the closest embedding sets and a linking string generator, a linking string defining an association between the respective substring and one or more respective first document portions, and generating a string match matrix data.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.

Abstract: A content editor or a plugin thereto automatically generates authorship tokens that identify content authored by a human author or an artificial author. The authorship tokens are applied to the work while the work is being produced. Thus, subsequent review of the work can identify regions produced by a human author and other regions produced by an artificial intelligence.