Byte is the addressable unit
A machine points at bytes, not bits. A bit is inside a byte and can only be reached by masking, which is what later lessons do.
The step is a power of two
Sizes are powers of two because storage is binary. That is why a kilobyte is 1024 and not a round thousand.