Risk disclosure and disclaimer

Not investment advice

The signals shown on this website (“Long”, “Short”, “Hold”) as well as take-profit and stop-loss levels are generated fully automatically by a statistical model. They constitute neither investment advice, an investment recommendation or investment strategy recommendation, nor financial analysis, nor an offer or solicitation to buy or sell financial instruments, crypto-assets, currencies or commodities. The outputs do not take into account your personal circumstances, investment objectives, knowledge, experience or financial situation.

The content is provided for information, research and educational purposes only. Make your investment decisions on your own responsibility and consult an independent, licensed adviser if necessary.

High risk of loss

Trading cryptocurrencies, foreign exchange (forex), precious metals and leveraged products (e.g. CFDs, futures, margin trading) involves considerable risk and may result in the total loss of the capital invested; with leveraged products, losses may exceed your deposit. Crypto-assets are subject to extreme price fluctuations. Only trade with money you can afford to lose.

Model limitations

The model (path signatures + ridge regression) learns exclusively from historical price data. Historical performance and the out-of-sample metrics shown are not a reliable indicator of future results. Stop-loss levels are computed suggestions; in the event of price gaps or low liquidity, actual executions may differ significantly.

Data sources and availability

Price data is obtained from third parties (Binance Market Data API, Yahoo Finance). No guarantee is given for the accuracy, completeness, timeliness or availability of this data. Because Yahoo Finance no longer provides a spot price for XAUUSD, the COMEX gold future (GC=F) is used as an approximation; prices may differ from your broker's spot price. The most recent candle may not be closed yet.

Liability

Liability for damages arising from the use or non-use of the information provided is excluded unless it is based on intent or gross negligence or concerns injury to life, body or health. Mandatory statutory liability provisions remain unaffected.