I don't think there's a theory that tells you risk is volatility. Isn't that more of an axiom? And I have the distinct impression it was chosen because it leads to tractable math. I'm not endorsing a specific alternative definition of risk, but I was suggesting risk is clearly multidimensional and intimately related to predicting what will be correlated in the future.