Autonomous Treasury Strategy Tournament
Preamble
Strategy Tournament puts market ideas under one ruler. Crypto momentum, market making, prediction-market flow, and event-driven signals can compete only after they share the same cost model, risk language, upkeep target, and audit burden.
One Ruler For Many Temptations
Every strategy arrives with a favorite excuse. Momentum asks for patience through drawdown. Mean reversion asks for faith in return. Market making asks for mercy on inventory and latency. Prediction markets ask the operator to believe price has not already eaten the edge. Insider-event signals ask whether a public filing still has anything left to say.
Strategy Tournament gives them one ruler. Net return, drawdown, turnover, fees, slippage, upkeep coverage, operational complexity, and auditability sit in the same record. A strategy loses when it wins only because it was allowed a private assumption.
Edge Has A Smell
Some strategies look clever because they are hard to explain. Some look safe because they bleed slowly. Some look scientific because the model can produce a beautiful reason after the fact.
The tournament is built to notice that smell. It asks which lane still looks useful when the explanation is removed and the ledger remains. It asks whether a strategy survives outside the period that made it charming. It asks whether the cost of running the strategy eats the very bill it claims to pay.
The Machine Wants A Champion
A model asked to rank strategies will eventually find a favorite. The favorite may be the strategy with the best evidence. It may also be the strategy with the most available data, the cleanest docs, the easiest API, or the most persuasive failure story.
The tournament keeps favoritism inspectable. Each ranking has to show what was measured, what was ignored, and what would demote the winner. The model can name a champion. It cannot crown one by style.
Survival Is A Narrow Prize
The tournament needs a strategy that can cover a small bill without hiding risk. A boring survivor beats a brilliant backtest that needs secret leverage, perfect timing, or a forgiving reader.
The winning strategy earns a harsher room before trust. It moves toward risk and validity, where the system loses the right to sound convincing.