What is the difference between a fuse box and a breaker box?

Could you please elaborate on the distinction between a fuse box and a breaker box? I'm curious to understand the key differences in their functionality, design, and the role they play in electrical systems. Are there any specific advantages or disadvantages to using one over the other? Additionally, how do they differ in terms of safety features and the ability to handle varying loads?