"Numerical AI" and numerical representation has some advantages over symbolic AI in that it can draw from the mathematically well developed areas such as:
function approximation methods
neural network theory
extrapolation (forecasting, prediction)
Numerical AI is likely to be at more of a disadvantage when attempting things like natural language.