Know basics of Ising model
physicslog.com
physicslog.com
Add some (5 or 10) graphics of the typical situation at different temperatures. In particular below and above the Curie temperature, and add a small discussion about it.
Instead of just a link to spontaneous magnetization, put also some graphics with examples so people can see why this model is interesting.
Also add 1 or 2 screenshots of your soft.