More food leads to better health (up to a limit), leading to lower mortality and increased wealth, which means fewer children born. Note that the countries with the most ready access to food have the lowest local population growth.

Couple this with improving sexual education (as tends to occur in wealthier countries) and you end up with population growth going through the floor, not up.