for coefficient α, scaling exponent β, and resource R. R is the number of model parameters, dataset size, or compute. β measures the slope of the power-law and indicates the scaling efficiency of the model with respect to a scaling factor, R. The power-law trends break down in "resolution-limited" regimes , indicating that the model (dataset) size is insufficient for the given amount of data (model parameters).