What's the difference between fitness and general exercise?

There are differences.

Exercise refers to a single activity, which is divided into aerobic exercise and anaerobic exercise, including activities that are harmful and beneficial to human body. Just doing exercise does not necessarily mean fitness, but fitness means a targeted exercise that can bring health to the human body. Fitness exercise is not a one-off event, it needs people to do it moderately, regularly and persistently.