"Wait, do you mean I should pay to capture the carbon my neighbors emits? No way!"

That's why.

Edit: Also, as some other comment said, thermodynamics tell us that it would take an inordinate amount of energy to bring carbon back to safe levels. More than what we get from burning oil. It's about entropy and all that. So there's that.