Patent ID: 11922280
Assignee: ARTHUR AI, INC.
Field: Computer technology (Electrical engineering)
Classification: CPC G | IPC G

Claim 18:
19. A method, comprising:
generating, via a processor, a first plurality of metrics based on a data stream generated by a first machine learning (ML) model;
generating, via the processor, input data based on the data stream;
causing a second machine learning (ML) model to generate (1) intra-model output based on the input data, and (2) exactly one model output dataset based on the input data;
generating, via the processor, a second plurality of metrics based on the intra-model output;
generating, via the processor, a third plurality of metrics based on the model output dataset;
generating, via the processor, an alert based on at least one of the first plurality of metrics, the second plurality of metrics, or the third plurality of metrics; and
sending, via the processor, a signal representing the alert to trigger an automatic remediation action including at least one of automatic retraining of the first ML model or automatic retraining of the second ML model.