Research notes by the Wuzmiq quant team covering machine learning and the structure of digital-asset markets — clear, measured, without the hype and never a personal recommendation.
Counting winning trades is not enough. We walk through how each signal is measured once it closes — execution time, slippage and the losses the Auto-Guard Stop prevented — and why we publish results across the whole platform rather than for our best accounts alone.
Most digital assets are priced in dollars, while your goals and commitments are in riyals. We look at what the riyal's dollar peg and conversion costs mean for the real return on your portfolio.
Liquidity and volatility shift as the Asian, European and US sessions open. We show how the engine tunes its sensitivity through the day, and why Riyadh evenings tend to behave differently.
Many start out of curiosity and soon ask how much is sensible. We discuss how to size a digital-asset allocation around your objectives and your tolerance for volatility.
A momentum model may see a buy while a liquidity model warns against entry. We explain the weighting that gives each model a voice based on its recent accuracy — and when the engine prefers to wait.
Stablecoins can look like a calm harbour in turbulent markets, yet they carry reserve and counterparty risk. When they make sense, and what to monitor before you rely on them.
We replay our strategies through sharp sell-offs and sudden liquidity droughts to learn, before it matters, how a portfolio would behave and exactly where the Auto-Guard Stop should step in.
When traditional exchanges pause, digital assets keep trading — on thinner liquidity and, at times, with sharper moves. How the engine adapts, and which settings are worth reviewing beforehand.
Knowing what a model decided is only half the story; you deserve to know why. We show how the engine's inputs become plain-language reasons displayed beside each signal in your dashboard.
Picking the right coin is half the decision; the other half is how much you put at risk. We explain how the engine sizes each position around the token's volatility and the risk ceiling you have set.
Open a Wuzmiq account and let the engine apply these principles to your portfolio, always within the risk limits you choose.
Open AccountRisk warning: Trading digital assets and CFDs is high-risk, and you could lose all of the money you invest. Only commit funds you can afford to lose, and review your circumstances or consult an independent adviser before making any decision. Wuzmiq does not give personalised investment advice or promise profits, and past results do not ensure similar results in future. Contact: [email protected]