Many Americans fear the power of unelected, unaccountable bureaucrats—the “deep state.” Cass Sunstein and Adrian Vermeule seek to calm those fears by proposing a moral regime to ensure that government rulemakers behave transparently and don’t abuse their authority. The administrative state may be a Leviathan, but it can be a principled one.