Methodology
This is an experimental paper research system. It is not currently an offer to invest.
Objective
Maximise participation in long-term digital-economic growth while minimising the probability of permanent ruin.
Mode
DR_MODE is PAPER. Real investor capital is £0. LIVE capital mode is not activated by changing a label. It will require custody, an investor ledger, subscriptions, redemptions, reconciliation, banking, compliance, identity and legal architecture.
65 / 25 / 10 architecture
Persistent Qualified Exposure (65%) owns the qualified digital economy. It does not market-time. It does not remove an exposure merely because its price falls. It removes only for fundamental disqualification. Persistent is not passive forever.
Adaptive Capital (25%) responds to systemic risk, dependency concentration, liquidity stress, structural deterioration and changing economic opportunity.
Liquidity & Defence (10%) exists for redemption preparedness, rebalancing, shock absorption, operational liquidity and re-entry capacity.
Qualification and survivability
Exposures are evaluated across structural integrity, liquidity, dependency risk, resolvability, market integrity, operational/security signals and data confidence. If a score lacks enough evidence, the engine reports INSUFFICIENT DATA.
Price volatility alone is not evidence of failure. Duplios does not predict prices. It evaluates whether an economic exposure continues deserving ownership. No constituent has a constitutional right to remain in Duplios Reserve. Duplios is asset-agnostic.
Executable NAV
DR NAV = Verified Risk-Adjusted Liquidatable Net Assets / DR Units. Accounting NAV is a reference valuation. Liquid NAV estimates executable liquidation value. Risk-adjusted liquid NAV applies liquidity and confidence haircuts:
RecognisedValue = Position × ExecutablePrice × LiquidityHaircut × ConfidenceFactor
NAV history is append-only. Past values are never updated in place.
Decision ledger
Every material action is recorded in a tamper-evident, hash-chained Decision Ledger. This is not a blockchain and is not independently attested. Internal chain verification confirms sequential hash integrity.
False-positive and opportunity-cost risk
Intervention too early can create opportunity cost. Intervention too late can create ruin. Evidence requirements increase with intervention severity. Self-report alone cannot establish safety.
Rebalancing, removal, re-entry
Rebalancing is an operational act, not a prediction. Removal requires fundamental disqualification. Re-entry requires a fresh qualification, not a price recovery.
Data confidence
DATA CONFIDENCE is a first-stage qualitative label derived from observation freshness, provider availability, source count, source independence and cross-provider agreement. It is not a scientifically validated probability. Price, sentiment, TVL and network observations are evidence inputs. They are not qualification decisions and do not by themselves trigger portfolio action. Price volatility alone is not evidence of failure. Duplios does not predict prices. It evaluates whether an economic exposure continues deserving ownership.
Limitations
This release is live research. Initial constituents are pending freeze unless an administrator has recorded them. Market data may be stale or degraded. Simulated and paper results do not represent actual investor returns. Past or simulated performance does not guarantee future performance. Nothing here is financial advice, an offer of securities, a solicitation, or a guarantee of future performance.
Duplios Reserve principles
- No unsupported assurance.
- Every risk score exposes uncertainty.
- No hidden leverage.
- No unbacked promises.
- No reserve asset counted twice.
- Token emissions are not economic revenue.
- No single chain may threaten system survival.
- Duplios survives before token holders profit.
- No failure may own the network.
- Protect the system, not the coin.
- Never use destabilising intervention when a stabilising intervention exists.
- No unlimited guarantee.
- Loss waterfalls must be explicit.
- Every claimed dollar must have an identifiable economic origin.
- Evidence requirements increase with intervention severity.
- Self-report alone cannot establish safety.
- Nobody owns Duplios's right to survive.
- Price volatility alone is not evidence of failure.
- Duplios does not predict prices. It evaluates whether exposure continues deserving ownership.
- No constituent has a constitutional right to remain in Duplios Reserve.