Abstract
Artificial intelligence has advanced rapidly through scaling of model parameters, datasets, “
“and computational resources. Scaling laws have demonstrated predictable improvements in model “
“capability; however, capability alone does not fully describe the value of an AI system deployed “
“in real-world environments.
