The fossil fuel we get from the earth and burn, adding its carbon to the atmosphere, was stored there for hundreds of millions of years. That's the long term meant.
Well, the creation of fossil fuels was only possible because certain species of the bacteria did not exist yet back then. It's not like we can create new fossil fuels now. Also, no one cares about "hundreds of million of years" timeline.