GLOFICA DLT — Langton Autonomon: Architecture, Mathematical Foundations, and Protocol Specification for Autonomous Financial Artificial-Life Systems
An Autonomon is an autonomous financial controller architecture combining a discretized tabular reinforcement-learning policy, a time-series forecasting service (Google TimesFM), constrained parameter mutation (7-locus genome), and a dedicated sovereign non-validating fullnode. Operational monitoring and transaction authorization are separate from policy optimization. A language model may generate asynchronous commentary, but has no authority to bypass execution constraints. This specification defines a practical observation-based controller and distinguishes it from a finite stationary Markov decision process used for conditional theoretical analysis. It proves uniqueness of the observation discretization, boundedness of projected genomes, boundedness of Q-values under bounded rewards, preservation of explicitly enforced accounting constraints under stated transition assumptions, a PAC sample-complexity lower bound on the discretized table, a tracking bound under non-stationarity, a price-of-safety bound for the admissible-action restriction, an effective-trial correction for correlated reproduction gates, and a closed-form scale function for fixed-cost survival.
Authors
- Germán Malavé
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-10-14
- DOI
- https://doi.org/10.5281/zenodo.23373532
- Primary Topic
- Blockchain Technology Applications and Security
- Type
- article
- Field-Weighted Citation Impact
- 0.00