AI Stock Prediction Dashboard

Not Financial Advice

This application does not provide investment, financial, or trading advice. It is an experimental artificial intelligence model, designed for research and educational purposes only. Any outputs should be treated as informational and not as recommendations to buy, sell, or hold securities.

Model Limitations

The model is trained and back-tested on historical data, and while it improves over time, it does not reflect actual market behavior in real time. Predictions do not account for your individual portfolio, personal financial situation, or risk tolerance. The system also does not provide guidance on how you should manage securities you already own when new data becomes available.

Probabilities vs. Binary Outputs

Many AI models simplify complex market behavior into "yes/no" classifications. However, such thresholds are inherently arbitrary and may shift as the model evolves. To avoid oversimplification, this app reports probability percentages for each event being analyzed. Specifically, the model evaluates the likelihood of:

• A ≥2% sustained price increase within the next 30 days, or
• A ≥5% single-day increase within the next 30 days

No Guarantees

Market conditions are influenced by countless unpredictable factors including economic events, geopolitical developments, and market sentiment. Past performance, back-testing results, or probability estimates from this model are not guarantees of future outcomes. The stock market involves substantial risk of loss.

User Responsibility

By using this app, you acknowledge that any investment or trading decisions are made solely at your own risk. Always conduct independent research and, if appropriate, consult a licensed financial advisor before making financial decisions. Never invest more than you can afford to lose.

Data & Timing

All data is provided on a best-effort basis and may be delayed or incomplete. Market data is sourced from multiple providers and may not reflect real-time prices. The model's predictions are based on end-of-day data and may not account for after-hours trading or pre-market activity.