The discussion centers on understanding the probability expression P[|X-0.5|<0.25] within the context of a probability density function (pdf) and cumulative distribution function (cdf) plotted in the interval [-1, 1]. The expression |X-0.5|<0.25 translates to the range 0.25<X<0.75, indicating the values of X that fall within this interval. The participant acknowledges a lack of clarity regarding the absolute value concept and expresses gratitude for the clarification. The conversation highlights the importance of understanding basic probability concepts in relation to graphical representations. Overall, the thread emphasizes the need for foundational knowledge in probability to interpret such expressions correctly.