You can convert w/o incurring the 10% penalty since you are not just cashing it in (I believe)
Edit: But if an amount is taken out from the IRA to cover the taxes, then yes, that amount would be subject to the 10% penalty.
Also, I think the benefits that some have mentioned above are correct...