It's like when you do the laundry and wash the dishes at the same time:
You can do two things at once, but you're still sharing resources.
Computers get through algorithms faster by doing tasks "in parallel." Just like you couldn't both wash the clothes and dry the clothes at the same time, not all tasks can be done in parallel with eachother.
Parallel computing is a fascinating field of making these decisions.