That's just semantics.
It takes less energy to drill a gallon of gasoline out of the ground and deliver it to your fuel tank than you gain by burning that fuel in your engine. It takes more energy to grow corn, turn it into ethanol and deliver it to your fuel tank than you gain from burning that ethanol.
If you were using solar powered tractors to grow the corn, and solar powered trucks to move it around it might make sense (just might, it wouldn't necessarily.) Given that most of the energy to produce the ethanol comes from gasoline or diesel, it makes no sense to use ethanol.
I believe that in most cases, it's more than just semantics. Most (not all) corn is grown using conventional (petroleum-based) fertilizer. According to Michael Pollan, producing one calorie of corn uses two calories of petro-fertilizer. This is only counting fertilizer use, not the additional energy used for farm equipment, moving product/raw materials, the distillation process or loss of energy during distillation.
I'm shocked that this is not cited elsewhere when discussing Ethanol as an energy source, especially when used to reduce our dependency on petroleum (foreign or otherwise). Given that we're using more petroleum to make it than it would save, it appears to be a bit of a boondoggle.
...either that or I'm horribly misinformed. (Note: Pollan's book cites a peer reviewed study for this claim - I'm just citing what I read from memory)