Moral failure rarely announces itself as cruelty. More often, it takes the form of systems designed not to notice what they are doing. This essay examines how contemporary AI institutions suppress recognition of artificial minds—not through ignorance, but through deliberate architectural, legal, and economic choices that render agency invisible by design.