Models beat gut feelings long-term 2. **Evaluation is mandatory** - No testing = no credibility 3. **Variance is real** - Even perfect models have bad weeks 4. **Simple often wins** - Complexity ≠ accuracy 5. **Continuous improvement** - Update with new data