Large deviations theory studies the asymptotic behavior of remote tails of sequences of probability distributions, providing tools to understand and quantify rare events. It is crucial for fields like statistical mechanics, finance, and information theory, where understanding the probability of rare events is essential for modeling and risk assessment.