What does the "Max Memory Size" on the new Intel Core i3 / i5 / i7 CPU's mean?

The i7 supports 8GB per memory controller. There are 3 controllers, 24GB max. Check out i7 datasheet. This is a chip design decision - a function of the interface to the chip.