1. Not investment advice
Nothing on this website is investment, financial, legal, tax, accounting, or other professional advice. Content is not a recommendation to buy, sell, hold, or avoid any security, digital asset, commodity, derivative, or other instrument.
2. No offer or solicitation
Website content is not an offer, solicitation, endorsement, or invitation to enter into a transaction, open an account, or engage an investment adviser or broker.
3. Point-in-time and delayed information
Pre-market snapshots preserve the information environment available at the stated capture time. They are not live data. Quotes, charts, news, and market context may be delayed, incomplete, revised, or sourced from third parties. Historical decisions remain historical even when later validation is appended.
4. Human–AI outputs
AI-generated analysis can be incomplete, incorrect, or detached from relevant context. Human judgment can also be wrong. DuoTopo's process is designed to expose and learn from these limitations; it does not eliminate error, hallucination, bias, or overfitting.
5. Risk of loss
Investing and trading involve substantial risk, including loss of principal. Prices can change rapidly because of market, economic, political, liquidity, operational, and other factors. Past outcomes, case studies, and validation results do not guarantee future performance.
6. No suitability assessment
The website does not know your objectives, financial condition, experience, time horizon, tax position, or risk tolerance. You should conduct independent research and consult appropriately licensed professionals before making financial decisions.
7. Cases and performance
Cases are selected for learning and decision-process value, not only for returns. References to market outcomes illustrate validation or failure modes and should not be interpreted as a complete performance record. No representation is made that similar results will occur.
8. Your responsibility
You remain solely responsible for evaluating information and making any investment or trading decision. Do not trade based solely on this website or on any single model, signal, opinion, or historical case.
This baseline text reflects the website's current functions. It should be reviewed by qualified counsel when the operating legal entity and governing jurisdiction are finalized.