I realize this question is contrived, but I figure it might provoke some fun discussion, so here goes:
If you could push a button and have your brain modified to precisely remove a cognitive bias (and have no other unnecessary effects—most convenient possible world), which would you choose? Why?
What if you were choosing for the whole human race?
This one seems best to me.
It provides the reason for rationality, the motivation sufficient to overcome the others.
Once everyone feels like Hirou with the Sword of Good, a very great many will be driven to fix things. Akrasia would be all but eliminated for worthwhile goals, and those without worthwhile goals could never concentrate on them, and would have to pursue something better. Even better would be plagued by the constant nagging reminder of best, until all would do what their knowledge indicated was best.
Granted, what everyone thinks is best will probably have some flaws, but this strikes me as the best change.