Dana Gioia discusses the role of criticism as a conversation about the experience of reading a literary work, emphasizing the importance of providing an honest account of one's reactions. He highlights the challenge of articulating the mixed nature of our relation to a book and the erosion of trust between readers and critics in today's world.