Insights

Ideas, data and strategies

AI applied to trading and the latest from the digital-asset ecosystem.

Attention networks for crypto volatility forecasting in 2026

Attention mechanisms outperform LSTM models at detecting regime shifts.

The MiCA framework: what it means for European traders

How the EU's landmark regulation reshapes access, custody and compliance.

Multilingual NLP for real-time market alerts

Language models paired with social feeds surface early-warning signals.

Bitcoin after the halving: scenarios for H2 2026

On-chain metrics and flows help project plausible trajectories.

Automation vs. discretion in bear markets

Algorithmic discipline holds performance when panic takes over.

Ethereum Layer 2: institutional adoption in Europe

Arbitrum, Optimism and zkSync draw growing institutional capital.

Position sizing with reinforcement learning

RL models adjust exposure to volatility and each trader's profile.

Stablecoins 2026: the euro-denominated wave

New issuers are reshaping the European stablecoin landscape.

Unsupervised detection of market manipulation

Clustering flags wash trading before the price reacts.

DeFi: how to assess protocol risk

Attractive yields still demand a clear understanding of the risks.

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