Generative artificial intelligence gating
AssigneeWells Fargo Bank, N.A.
InventorsRameshchandra Bhaskar Ketharaju, Anjeet Kumar
Life of this patent
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Abstract
Systems and techniques to increase generative artificial intelligence accountability and explainability using information gates are described herein. A prompt directed to a generative artificial intelligence (AI) model is obtained and a group of input sets in a repository, and a set operation, are identified from the prompt. This set operation is applied to a first input set and a second input set to produce an inclusion filter. The inclusion filter specifies which data from the group of input sets is included in an intermediate set. The generative AI model is then invoked on this intermediate set to produce a result.
Claims20
A device for generative artificial intelligence gating, the device comprising:
- an interface configured to obtain a prompt directed to a generative artificial intelligence model;
- and
- processing circuitry configured to:
- identify from the prompt a group of input sets in a repository, each input set in the group of input sets including data that may be provided as input to the generative artificial intelligence model;
- obtain the group of input sets from the repository;
- identify, from the prompt, a set operation that applies to a first input set and a second input set, the first input set and the second input set being in the group of input sets;
- apply the set operation to the first input set and the second input set to produce an inclusion filter;
- apply the inclusion filter to the group of input sets to produce an intermediate set, the inclusion filter specifying which data from the group of input sets is included in the intermediate set;
- and
- invoke the generative artificial intelligence model on the intermediate set to produce a result.
A method for generative artificial intelligence gating, the method comprising:
- obtaining a prompt directed to a generative artificial intelligence model;
- identifying from the prompt a group of input sets in a repository, each input set in the group of input sets including data that may be provided as input to the generative artificial intelligence model;
- obtaining the group of input sets from the repository;
- identifying, from the prompt, a set operation that applies to a first input set and a second input set, the first input set and the second input set being in the group of input sets;
- applying the set operation to the first input set and the second input set to produce an inclusion filter;
- applying the inclusion filter to the group of input sets to produce an intermediate set, the inclusion filter specifying which data from the group of input sets is included in the intermediate set;
- and
- invoking the generative artificial intelligence model on the intermediate set to produce a result.
A machine readable medium including instructions for generative artificial intelligence gating, the instructions, when executed by processing circuitry, cause the processing circuitry to perform operations comprising:
- obtaining a prompt directed to a generative artificial intelligence model;
- identifying from the prompt a group of input sets in a repository, each input set in the group of input sets including data that may be provided as input to the generative artificial intelligence model;
- obtaining the group of input sets from the repository;
- identifying, from the prompt, a set operation that applies to a first input set and a second input set, the first input set and the second input set being in the group of input sets;
- applying the set operation to the first input set and the second input set to produce an inclusion filter;
- applying the inclusion filter to the group of input sets to produce an intermediate set, the inclusion filter specifying which data from the group of input sets is included in the intermediate set;
- and
- invoking the generative artificial intelligence model on the intermediate set to produce a result.
Dependencies are inferred from the claim text.