What information does a cumulative distribution function provide? How is it used to compute probabilities over intervals?

Question:

What information does a cumulative function provide? How is it used to compute probabilities over intervals? Distribution
The word "distribution" has several meanings in the financial world, most of them pertaining to the payment of assets from a fund, account, or individual security to an investor or beneficiary. Retirement account distributions are among the most...