A business owner asks for explanations of model recommendations. What is a useful limitation to communicate?

1. Any explanation proves that changing one feature will cause the desired outcome.
2. Explainability removes the need to validate the model.
3. A longer explanation guarantees a more accurate prediction.
4. Feature explanations can aid understanding but do not automatically prove causality or correctness.