What AI Is Constitutionally Forbidden from Doing

Within Providence's constitutional architecture, artificial intelligence is forbidden from performing functions that substitute for human judgment about meaning, ethics, and governance, and from performing functions whose effects on participants cannot be made fully transparent and contestable.

AI cannot determine trustworthiness. It can assist in processing and presenting attestations. It cannot make the judgment that a participant is or is not trustworthy. That judgment is human and relational, and delegating it to an AI system — however sophisticated — would both undermine the constitutional principle that trust is relational and create a technical oracle whose decisions would, in practice, function as governance authority regardless of what the formal governance structure said.

AI cannot make binding governance decisions. It can assist in governance processes. It cannot decide outcomes. The constitutional principle of participatory legitimacy requires that governance decisions be made through processes in which participants can genuinely participate, which means processes in which the decision-making is comprehensible to participants, not delegated to systems whose operation is opaque even to experts.

AI cannot operate on participant data without specific, ongoing, fully informed consent. The constitutional principle of data sovereignty requires that participants control how information about them is used. An AI system that continuously processes participant data on the basis of consent given at the time of joining the network — without ongoing transparency about what the system is doing and ongoing ability to withdraw consent without losing access to core network functions — is not operating within the constitutional principles regardless of how benign its operations are.

AI cannot be deployed in ways that are not fully auditable by participants and their designated stewards. Opacity is a constitutional violation regardless of whether the opaque system is producing good outcomes. The constitutional principle of transparency requires that participants can understand what systems are doing and why, and can contest those operations when they believe the operations are inconsistent with the constitutional principles.