Tool for designing artificial intelligence systems
OwnerChristine Meindersinventor
Life of this patent
Estimating the term…
Abstract
The present disclosure is directed towards artificial intelligence systems and methods for receiving and analyzing data. An exemplary method provides for receiving input, at an interface on a computing device. The input includes a dataset, an analysis for the dataset, and an output medium. The method then provides for selecting, based on the received input, at least one algorithm from a plurality of algorithms. The method then provides for processing, via the computing device, the received input with the at least one algorithm to yield an output. The output is provided at the interface on the computing device.
Claims18
A method comprising:
- defining a project comprising one or more artificial intelligence (AI) models executed by one or more processors;
- providing identification information identifying a designer of the project and associated with an unwanted bias, an intent of the project, and an intended audience of the project;
- identifying frames characterizing the project, wherein the frames comprise data relating to the one or more models and perspective data that specify a perspective characterizing the project, and wherein the frames identify issues of the project relating to the unwanted bias;
- generating, by the one or more processors, and based on the identified frames, a blueprint to identify whether changes in the models or data used by the models are required;
- and
- making changes, by the one or more processors, to the project by changing data content of the frames to remove the unwanted bias.
A non-transitory computer-readable medium in which is embedded computer-readable code that when loaded on a computing device comprising one or more processors causes the one or more processors to perform the steps of:
- defining a project comprising one or more artificial intelligence (AI) models executed by the one or more processors;
- providing identification information identifying a designer of the project and associated with an unwanted bias, an intent of the project, an intended audience of the project;
- identifying frames characterizing the project, wherein the frames comprise data relating to the one or more models and perspective data that specify a perspective characterizing the project, and wherein the frames identify issues of the project relating to the unwanted bias;
- generating, by the one or more processors, and based on the identified frames, a blueprint to identify whether changes in the models or data used by the models are required;
- and
- making changes, by the one or more processors, to the project by changing data content of the frames to remove the unwanted bias.
Dependencies are inferred from the claim text.