Insights

Ideas, data and strategies

AI applied to trading and developments in the digital ecosystem.

AI

Attention networks for volatility forecasting in European crypto markets

Attention mechanisms detect regime shifts faster than classical LSTMs.

12 May 2026 · 8 minRead
Crypto

MiCA regulation — what changes for DACH investors in 2026

European rules introduce clarity and new obligations for platforms.

6 May 2026 · 6 minRead
AI

Multilingual NLP models for market alerts

Language models translate sentiment from European sources into early indicators.

30 April 2026 · 9 minRead
Crypto

Bitcoin after the halving — scenarios for the second half

On-chain data and capital flows sketch possible paths.

22 April 2026 · 5 minRead
AI

Automation versus discretion in downturns

Algorithmic discipline maintains performance when emotions dominate.

15 April 2026 · 7 minRead
Crypto

Ethereum Layer 2 — institutional adoption

Arbitrum, Optimism and zkSync attract institutional capital.

9 April 2026 · 6 minRead
AI

Position sizing with reinforcement learning

RL models adjust exposure based on volatility and profile.

2 April 2026 · 5 minRead
Crypto

Stablecoins 2026 — European alternatives compared

New issuers reshape the European stablecoin market.

27 March 2026 · 6 minRead
AI

Unsupervised detection of market manipulation

Clustering identifies wash trading before price moves.

20 March 2026 · 8 minRead
Crypto

DeFi — protocol risk assessment

High yields require deep understanding of smart-contract risks.

13 March 2026 · 7 minRead

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Risk disclosure: Trading cryptocurrencies and CFDs involves substantial risk of financial loss. You may lose the entire amount of capital invested. Review your personal circumstances before trading and seek independent advice where appropriate. Druveth does not provide personalised investment advice. Past performance is not indicative of future results. [email protected]