It's paid directly between long and short position holders, not to the exchange. When the futures price is above spot, longs pay shorts; when below, shorts pay longs.
Be cautious about adding to a position in the same direction while funding is abnormally elevated, and if holding long-term, always factor funding into your P&L calculation.