Insights

Ideas, data and strategy

Applied AI in trading and news from the European digital-asset landscape.

How attention networks read market sentiment

A look at how transformer models turn news and social flows into tradable signals.

Recalibration: why 90 minutes matters

The trade-off between reacting fast and overfitting, and how the engine strikes the balance.

Risk shields explained

How a progressive loss shield protects a portfolio during volatility spikes.

From signal to execution in milliseconds

The infrastructure that turns a model's output into a filled order.

Backtesting without fooling yourself

Common pitfalls in evaluating automated strategies and how to avoid them.

Bitcoin in a European portfolio

Position sizing and correlation considerations for EUR-based traders.

Ethereum and the token rotation trade

Why momentum rotation across blue-chip tokens can smooth returns.

Understanding crypto CFDs

Leverage, funding and the mechanics of long and short positions.

DeFi beyond the hype

Evaluating Uniswap, Aave and Chainlink on fundamentals, not noise.

MiCA and what it means for you

A plain-language guide to Europe's crypto framework and trader protections.

Risk warning: Trading cryptocurrencies and CFDs carries a substantial risk of financial loss. You may lose all of your invested capital. Assess your situation carefully before trading and consult an independent professional if needed. Pruspex does not provide individualised investment advice. Past performance does not predict future results. [email protected]