I cant imagine how youd run out of food on a beat game other than an event like a tidal wave which wasnt mentioned in the game.

I personally have had a game running beat for a couple months now and i have 2,722,583 food. Once they stop researchings its nearly impossible to run out of food when you have 50-70 food people