Why is osmosis low to high?

Could you elaborate on the dynamics behind why the phenomenon of osmosis typically occurs from a low to high concentration gradient? Is it due to the nature of water molecules seeking a more balanced environment, or is there another scientific principle at play? Understanding the underlying mechanisms of osmosis could help us gain a deeper insight into its applications in various fields, from biology to engineering. Could you explain this in a way that is accessible to a general audience yet still retains the scientific rigor?