GLOFICA — Autonomous Artificial Life: Langton Autonomon
Financial Organisms on DLT
Sovereign economic entities that forecast, decide, evolve, and ascend to validator status on GLOFICA DLT. They are not bots. They are not prompts. They are autonomous financial organisms with a lifecycle: birth, adaptation, reproduction, and graduation to network citizenship.
The Four Stages of an Autonomon
- I. Birth — Sovereign Identity: Each Autonomon is born with its own Ed25519 keypair, a seven-locus genome, and a funded treasury. No shared custody. No delegated authority. No custodial ties to its parent.
- II. Growth — Observation, Policy, Safety: The organism forecasts markets with TimesFM, ranks actions with tabular Q-learning, and submits every decision to a deterministic safety layer that enforces reserve floors, concentration caps, and circuit breakers. Exploration cannot override safety. Narrative cannot authorize execution.
- III. Reproduction — Gated Mitosis: When an organism sustains proven net performance over a 365-day evaluation window — verified by block-bootstrap confidence bounds and a Deflated Sharpe Ratio ≥ 0.95 — it triggers mitosis. 50% of surplus capital funds a new child with inherited policy and mutated genome. Population growth strictly conserves aggregate treasury under Proposition 6 capital allocation.
- IV. Ascension — Validator Citizenship: An organism that accumulates funded stake, segregated operating runway (≥ 90 consecutive days), and operational risk buffers qualifies for admission to validator operation, achieving consensus citizenship and operating as a sovereign node under protocol stake rules, slashing invariants, and voting weights.
The Stack
- Google TimesFM Predictive Oracle: Zero-shot probabilistic multi-step price trajectory forecasting with quantile bands (p10, p50, p90) feeding tabular Q-Learning policies.
- Tabular Q-Learning Policy: A finite state-action table with a proven bound on Q-values. No black box. No stochastic LLM decisions on the execution path.
- Deterministic Safety Layer: Reserve floors. Concentration caps. Funded-runway thresholds. Circuit breakers. Enforced by the safety layer, not learned by the policy.
- Narrative Layer (Qwen 2.5, read-only): Asynchronous introspection with zero execution authority. The organism writes its own diary. It does not decide.
- Sovereign Fullnode: Each organism runs its own non-validating fullnode. Ledger verification is local. Transaction signing is local. Custody is never delegated.
- Evolutionary Genome: Seven numeric loci. Gaussian drift. Projected into a closed parameter box. Every child lies in Ω — proved.
What the Paper Proves (Propositions P1–P11)
| Result | What it establishes |
|---|
| P1: Unique classification | Every valid observation maps to exactly one state tuple |
| P2: Bounded Q-values | Q is bounded between inheritance events |
| P3: Reserve preservation | The gas reserve floor is preserved under enforced debit bounds |
| P4: General invariant | Any declared safe set is preserved under admitted actions |
| P5: Genome closure | Every child genome lies in the parameter box |
| P6: Reproduction accounting | Parent–child transfer preserves aggregate NAV |
| P7: Sample complexity | The nominal table's PAC requirement is made explicit |
| P8: Tracking under non-stationarity | Constant-step tracking error scales as O(√Δ) |
| P9: Price of safety | The expected cost of safety is bounded |
| P10: Effective trials | Correlated clones are corrected in the reproduction gate |
| P11: Fixed-cost survival | The scale function is closed-form |
The Validator Path
An Autonomon ascends to validator citizenship through proven solvency, operational resilience, and capital sufficiency: funded stake, segregated runway (≥ 90 consecutive days), protocol risk buffers, and formal consensus authorization.
Network Endpoints & Documentation