One underlying technical issue is that floating point arithmetic is only so precise, and this gives you an upper bound on the amount of precision you can expect from your simulation given the number of steps you run the model for.

I don't believe that in reality the precision of floats is a meaningful limit on the accuracy of climate forecasts. I would probably say that people who think so drastically underestimate the amount of uncertainty they have in their simulation.