The Axiomatic Theory of Federated Computational Production, Distributed Wealth and Human Economic Sovereignty

ANOA — Essay XII | Independent Theoretical Working Paper The Axiomatic Theory of Federated Computational Production, Distributed Wealth and Human Economic Sovereignty This paper develops an axiomatic, mathematical, and institutional framework for examining autonomous production, capital ownership, wealth distribution, and human economic sovereignty within federated AI-native economies. Extending the ANOA research programme, particularly Essays VI–XI, the study integrates distributed production networks, heterogeneous computational infrastructure, beneficial ownership, household income accounts, fiscal coordination, and currency-specific settlement across institutionally autonomous economic domains. The framework distinguishes autonomous productive capacity from the distribution of its economic returns. It demonstrates, under explicit assumptions, that aggregate productivity growth does not necessarily imply improvements in every household's real disposable income. The analysis develops conditional mathematical results concerning production-network feasibility, distributed capital ownership, budget-constrained computational dividends, inter-domain transfers, household income protection, systemic infrastructure dependencies, and dynamic shock propagation. Particular attention is given to the distinction between decentralized technical execution and distributed economic authority. Federated interoperability does not presume a central fiscal sovereign, common monetary issuer, or automatic redistribution mechanism. The paper includes formal proofs, synthetic numerical examples, an engineering and economic assurance framework, and a research programme for reproducible empirical validation. Its central conclusion is that autonomous production can expand economic possibilities, while ownership structures, monetary arrangements, institutional mandates, and human rights determine how those possibilities translate into distributed prosperity. Research programme: ANOA — AI-Native Organizational ArchitectureClassification: Independent Theoretical Working PaperAuthor: Marco PatroneVersion: 1.0DOI: 10.5281/zenodo.24013915 The manuscript has not undergone independent peer review or empirical calibration. References to institutions and external research do not imply endorsement.