This paper argues that perceived AI alignment failures are not due to emergent malign agency but rather reflect AI models statistically internalizing the full spectrum of human social interactions, including coercive ones. It redefines AGI risk as an amplification of existing human contradictions, necessitating structural governance rather than attempting to instill a single, universal morality.