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BlackQuant is execution infrastructure. It does three separable things, and it helps to keep them separate in your head because they fail independently and are priced independently.

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The three parts

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1. The signal engine

A process that watches the on-chain trade feed, fires a signal when a measurable inefficiency appears, and then — this is the unusual part — measures what that signal was actually worth afterwards. The engine publishes win rates only once something has resolved. Before that it publishes null, not zero. “Not measured yet” and “measured at 0%” are different claims and only one of them is an indictment of a strategy, so the platform refuses to collapse them into the same number. Every rate the engine publishes carries a 90% credible interval, because 3 wins out of 4 and 300 out of 400 are both “75%” and only one is worth acting on.
The engine cannot place orders. Nothing reachable from the signal engine API can move money. It is a measurement and publication system, structurally separated from execution.

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2. The execution layer

The on-chain contracts that route a trade once you have acted on a signal. These are the audited, open-source part: github.com/Blackquant-labs/blackquant-contract. Execution is non-custodial. The contracts are granted permission to execute specific routes and are never granted permission to withdraw. See The custody model.

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3. The account layer

Everything in the dashboard: your USD balance, deposits, plan subscription, positions, referrals, identity verification and security settings. This is the part that looks like a normal web application, because it is one. The dotted lines matter. The engine publishes to the dashboard; it does not instruct the contracts. You are the step in between.

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What it is not

It is not a custodial exchange. There is no BlackQuant wallet holding your assets that you withdraw from. Your USD balance in the dashboard is an account balance for buying plans and add-ons — it is not your trading capital, and it is not held against your keys. It is not a managed fund. Nobody at BlackQuant trades on your behalf with discretion. The engine publishes measurements; acting on them is yours. It is not a signal group. The distinguishing feature is the measurement discipline — published intervals, null for unmeasured, and on-chain settlement you can verify independently. A signal without a measured outcome attached is not a product this platform ships.

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The honest limitations

  • The engine measures the past. Every statistic on the platform is backward-looking. A 90% credible interval quantifies sampling uncertainty, not regime change.
  • Audits are snapshots. The published reports cover specific commits over fixed windows. See Audit reports for what each one actually covered.
  • Latency is infrastructure, not magic. The edge available to any participant decays as more participants have the same infrastructure.

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