PREDICTING FUTURE POSSIBILITY OF BIAS IN AN ARTIFICIAL INTELLIGENCE MODEL

One or more systems, devices, computer program products and/or computer-implemented methods of use provided herein relate to predicting bias in an artificial intelligence (AI) model. A system can comprise a memory configured to store computer executable components; and a processor configured to exec...

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Bibliographische Detailangaben
Hauptverfasser: Bhide, Manish Anand, Goyal, Prateek
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:One or more systems, devices, computer program products and/or computer-implemented methods of use provided herein relate to predicting bias in an artificial intelligence (AI) model. A system can comprise a memory configured to store computer executable components; and a processor configured to execute the computer executable components stored in the memory, wherein the computer executable components can comprise a data generation component that can generate a set of structured test data to test likelihood of an AI model generating biased outputs, based on analysis of payload logging data; and an alerting component that can alert a user of likelihood that the AI model will generate the biased outputs, wherein the alerting component can generate an alert in response to at least a first set of records approaching a defined threshold.