Why cant aluminium be extracted from aluminium oxide?

The chemical attraction of oxygen to aluminum is greater than that to carbon, so Al oxide 'wins' from C oxide to be formed or stay intact.

Reaction: 2 Al2O3 + 3 C --> 4 Al + 3 CO2 does NOT run to the right, as Fe2O3 does alright.