Maybe to a layperson this is an interesting question, but surely on this site the answer is obvious.
I skimmed through anyway, just on the off chance he's talking about some new GPU development I didn't know about. But no, it's just a clickbaity title for a basic "pros and cons of parallelizing" article of mediocre quality.