Abstract
The following quote was obtained by the news editors from the background information supplied bythe inventors: “Artificial intelligence (AI), in some instances, can be used as a way by which a computingdevice operates to predict an output either responsive to inputs or automatically generated, where simplelogic is not sufficient. AI models may utilize machine learning (ML), which typically involves training anAI model with training data to produce a trained model able to generalize properties of data based onsimilar patterns with the training data. Training the model may involve learning model parameters byoptimizing an objective function, thus optimizing a likelihood of observing the training data given themodel. Given variabilities in the training data, the extent of training samples within the training data, andother limitations to training, and the complexity of modern AI models, it is often difficult to explain certainresults that appear erratic or fail to meet expectations.”
NETL
NSTL