AI Transparency & Model Limitations

1. AI Systems & Model Evolution

BacktestLM may use artificial intelligence systems to generate strategy logic, summaries, parameters, or analytics.

AI outputs:

• Are probabilistic in nature;
• May be incomplete, inaccurate, or misleading;
• May vary between sessions;
• May evolve over time as models are improved;
• May include statistical scores and reliability metrics intended for informational use only.

All scoring provided by the Service is inherently subjective and may differ from an individual trader's assessment.

AI models do not possess real-time market awareness or human judgment.

Users are solely responsible for validating AI-generated outputs prior to live deployment.

2. Backtesting Limitations

• Historical data may contain bias or gaps.
• Simulated results do not reflect live execution conditions.
• Slippage, spreads, and liquidity constraints may materially affect outcomes.
• Optimization increases risk of overfitting.

3. User Responsibility

4. Contact

Questions: legal@backtestlm.ai