Learning, Meta-Learning, and the Foundation of Logic

How can we justify the use of logic?
This article is my attempt at connecting such ideas as logic with experience, thus providing a justification for logic. The crucial tool for this task is a general idea of learning and experience, which can further explain knowledge fully based on empiricism.