Correlated pairs of random variables are a central concept in information-theoretically secure cryptography. Secure reductions between different correlations have been studied, and completeness results are known.
The ability to learn and control tail risks, besides being an integral part of quantitative risk management, is important in running operations requiring high service levels and cyberphysical systems requiring high reliability guarantees.