Not investment advice
Outputs from this platform — trade decisions, target weights, confidence scores, analyst commentary, backtest results — are decision support, not investment advice. They are not personalised to your financial situation, risk tolerance, tax position, or investment objectives. We are not registered as an investment adviser, broker- dealer, or financial planner in any jurisdiction.
Past performance ≠ future results
Backtest results show how a strategy WOULD have performed if applied historically. They do not guarantee future performance. Backtests are subject to (a) survivorship bias in the universe selection, (b) data- provider revisions, (c) the gap between modeled and live execution costs, (d) regime changes that invalidate historical patterns. Real live performance can deviate substantially.
LLM-specific risks
Decisions are produced by large language models that can:
- Hallucinate — invent facts not in the underlying data.
- Drift — give different answers to the same prompt across calls.
- Bias — reflect training-data biases in their judgement.
- Be wrong — even when confident.
Trading is risky
You can lose all or substantially all of your invested capital. Margin and leverage amplify losses. Crypto is exceptionally volatile and can lose 50%+ in days. A-share daily-limit and T+1 mechanics can trap positions. Foreign exchange exposure compounds equity risk.
No guarantees of availability
The Service depends on third-party LLM, data, and hosting providers any of which may fail, rate-limit, or discontinue at any time.
Your responsibility
You are solely responsible for: understanding the instruments you trade; sizing positions appropriately; executing through your own brokerage; tax compliance; regulatory compliance in your jurisdiction; deciding whether to act on any output of this platform.
Consult professionals
Before making material financial decisions, consult a licensed financial adviser, tax professional, and (where relevant) a lawyer in your jurisdiction.