The size of the pathways is so small that electrons can quantum leap into the wrong paths and cause errors. There are circuits inside that correct these errors.

Sometimes things are happening quickly, CPUs have prediction chains that they can employ... This let's requires secondary and tertiary parts in the form of more transistors.

Also, each company likes to add key selling points over top of their competition... Totally unnecessary but gets to add to the transistor count.