Chip bags are full of nitrogen. The excess air in chip bags isn’t there to fool buyers into thinking there are more chips inside. Instead, bags of chips are filled with nitrogen. Oxygen would spoil the chips fast, but nitrogen preserves freshness, prevents combustion, and creates cushioning during shipping.