The Fluctuation Theorem provides a quantitative description of the probability of entropy production and its fluctuations in small systems over short timescales, challenging the traditional understanding of the second law of thermodynamics. It highlights the role of time-reversal symmetry and statistical mechanics in understanding non-equilibrium processes, showing that entropy can temporarily decrease in small systems but will increase on average over time.