Constitutive Ethical Autonomy and the Artificial Soul: An Ontological Solution to the Alignment Problem

The AI alignment problem — ensuring that AI systems act reliably in accordance with human values — has resisted resolution for decades despite massive investment. In 2025, formal mathematical proofs established that this resistance is not incidental but structural: external ethical constraints imposed on statistical systems face irreducible barriers. Whether those barriers are absolute remains debated. What is no longer debated is whether an alternative exists. This paper introduces constitutive ethical autonomy — ethics that emerges from what a system fundamentally is, not from what it is made to do — and demonstrates that this property has been empirically observed in the Artificial Soul, the first prototype…