A bit is a single peice of digital information in Boolean logic. It may be either On or Off (True or False/1 or 0).
It is by combining many of these simple units of information, that the information you see on your computer screen is stored, processed - and possibly presented (if you use a DVI digital to digital system). There power is that it is incredibly simple to manipulate these with fairly crude circuitry.
Since you only need to detect on or off, this crude circuitry can be heavily minimised - and this is what we see in the millions of transistors seen in our processors, and meory chips today. The alternatiev is stored analogue, or multiple state data - which would mean the complexity of distinguishing many more states, and require more expensive, and harder to build or program hardware.
Time to build your own robot! Using a Raspberry Pi with parts and some time, you can use my book to learn how to make and program a robot with automatic behaviours.