GLOFICA DLT — Langton Autonomon: Architecture, Mathematical Foundations, and Protocol Specification for Autonomous Financial Artificial-Life Systems
Year: 2026
Type: article
Abstract: 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.
Author: Malavé, Germán
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7221832216
FWCI:
Cites:
Cited by:
Related to: